library(meta)
## Loading 'meta' package (version 4.16-1).
## Type 'help(meta)' for a brief overview.
library(metasens)
## Loading 'metasens' package (version 0.6-0).
library(readxl)
library(metafor)
## Loading required package: Matrix
## Loading 'metafor' package (version 2.4-0). For an overview 
## and introduction to the package please type: help(metafor).
#download data and subset it
data_full <- read_xlsx("/Volumes/H-LAND/Articles/Meta-Analysis/representative_meta_analysis.xlsx", sheet = "representatives")
## New names:
## * age -> age...20
## * age -> age...27
## * `` -> ...71
## * `` -> ...72
## * `` -> ...73
## * ...
data <- subset(data_full, exclude ==0) #
head(data)
## # A tibble: 6 x 74
##   unique representative study_id author  year title pubmed amyloid   tau
##   <chr>           <dbl>    <dbl> <chr>  <dbl> <chr> <chr>    <dbl> <dbl>
## 1 1                   1        1 Rolst…  2011 "Amy… https…       1     0
## 2 0                   1        1 Rolst…  2011 "Amy… https…       1     0
## 3 1                   1        2 Gu      2012 "Nut… https…       1     0
## 4 0                   1        2 Gu      2012 "Nut… https…       1     0
## 5 0                   1        2 Gu      2012 "Nut… https…       1     0
## 6 0                   1        2 Gu      2012 "Nut… https…       1     0
## # … with 65 more variables: interaction <dbl>, addition <dbl>, ligand <chr>,
## #   ligand_other <chr>, csf <chr>, csf_other <chr>, serum <chr>,
## #   type_study <dbl>, time_between_points <chr>, neurodeg <dbl>,
## #   age...20 <dbl>, sex <dbl>, education <dbl>, apoe <dbl>,
## #   covaratiate_others <chr>, cohort_database <chr>, age_type <chr>,
## #   age...27 <chr>, age_variance <chr>, total_nc <dbl>, nc_pos <chr>,
## #   nc_neg <chr>, cutoff <chr>, global_cortex <chr>, ROI <chr>, suvr_dvr <chr>,
## #   neurocog_description <chr>, type_cognitive <chr>, Global <dbl>,
## #   Memory <dbl>, `Working Memory` <dbl>, `Executive function` <dbl>,
## #   Semantic <dbl>, Visuospatial <dbl>, `Processing speed` <dbl>,
## #   neurocog_stat_type <chr>, neurocog_stat_value_pos <chr>,
## #   neurocog_stat_value_neg <chr>, neurocog_stat_value_variation_type <chr>,
## #   neurocog_stat_value_variation_pos <chr>,
## #   neurocog_stat_value_variation_neg <chr>, cdr <chr>, analysis_method <chr>,
## #   analysis_method_type <chr>, analysis_method_continuos_stat <chr>,
## #   analysis_method_se_pos <chr>, analysis_method_pos <chr>,
## #   analysis_method_neg <chr>, analysis_method_p <chr>,
## #   reported_effect_size_type <chr>, reported_effect_size <chr>,
## #   calculated_effect_size_type <chr>, calculated_effect_size <chr>,
## #   pooled_variance <dbl>, pooled_sd <dbl>, pooled_se <dbl>, final_es <chr>,
## #   r <dbl>, d <dbl>, all_r <dbl>, exclude <dbl>, ...71 <lgl>, ...72 <lgl>,
## #   ...73 <chr>, ...74 <dbl>

##Grouping by cognitive domain, amyloid and tau

#random-effects-model for r values 
first <- metacor(all_r, #column with r values 
                  #pooled_se, #this tells R to use the seTE column to retrieve the standard error for each study
                  data = data,
                  n = total_nc, #sample sizes
                  studlab = paste(author),# labels for each study 
                  comb.fixed = FALSE, #Whether to use a fixed-effects model
                  comb.random = TRUE, #Whether to use a random-effects model
                  method.tau = "SJ", #Which estimator to use for the between-study variance
                  hakn = TRUE, #Which estimator to use for the between-study variance
                  prediction = TRUE, #Whether to print a prediction interval for the effect of future studies based on present evidence
                  sm = "ZCOR", #The summary measure we want to calculate- fisher z
                 byvar = paste(type_cognitive, amyloid, tau), #grouping variable
                 print.byvar = gs("print.byvar")) #print grouping variable 
first
##                      COR             95%-CI %W(random)                  byvar
## Rolstad           0.3950 [ 0.1568;  0.5897]        0.1     Working memory 1 0
## Rolstad           0.4254 [ 0.1923;  0.6131]        0.1           Semantic 1 0
## Gu                0.0483 [-0.0205;  0.1167]        0.2             Memory 1 0
## Gu                0.0609 [-0.0079;  0.1291]        0.2             Memory 1 0
## Gu                0.0285 [-0.0403;  0.0971]        0.2             Memory 1 0
## Gu                0.0671 [-0.0017;  0.1352]        0.2             Memory 1 0
## Horn MM           0.9585 [ 0.9452;  0.9685]        0.1             Memory 1 0
## Hoscheidt SM      0.0964 [-0.1417;  0.3241]        0.1             Memory 1 1
## Hosokawa C        0.7628 [ 0.6600;  0.8376]        0.1             Global 1 0
## Adamczuk K        0.2272 [-0.0380;  0.4625]        0.1             Global 1 0
## Adamczuk K        0.2151 [-0.0507;  0.4524]        0.1             Memory 1 0
## Adamczuk K        0.0390 [-0.2262;  0.2988]        0.1             Memory 1 0
## Adamczuk K        0.0364 [-0.2287;  0.2965]        0.1           Semantic 1 0
## Adamczuk K        0.1659 [-0.1014;  0.4109]        0.1             Memory 1 0
## Adamczuk K        0.1696 [-0.0977;  0.4140]        0.1             Memory 1 0
## Adamczuk K        0.2085 [-0.0576;  0.4469]        0.1 Executive function 1 0
## Adamczuk K       -0.0347 [-0.2949;  0.2303]        0.1           Semantic 1 0
## Adamczuk K       -0.0834 [-0.3389;  0.1835]        0.1           Semantic 1 0
## Adamczuk K       -0.3183 [-0.5363; -0.0605]        0.1       Visuospatial 1 0
## Adamczuk K        0.3182 [ 0.0603;  0.5362]        0.1       Visuospatial 1 0
## Adamczuk K        0.2272 [-0.0380;  0.4625]        0.1             Global 1 0
## Adamczuk K        0.2151 [-0.0507;  0.4524]        0.1             Memory 1 0
## Adamczuk K        0.0390 [-0.2262;  0.2988]        0.1             Memory 1 0
## Adamczuk K        0.0364 [-0.2287;  0.2965]        0.1           Semantic 1 0
## Adamczuk K        0.1659 [-0.1014;  0.4109]        0.1             Memory 1 0
## Adamczuk K        0.1696 [-0.0977;  0.4140]        0.1             Memory 1 0
## Adamczuk K        0.2085 [-0.0576;  0.4469]        0.1 Executive function 1 0
## Adamczuk K       -0.0347 [-0.2949;  0.2303]        0.1           Semantic 1 0
## Adamczuk K       -0.0834 [-0.3389;  0.1835]        0.1           Semantic 1 0
## Adamczuk K       -0.3183 [-0.5363; -0.0605]        0.1       Visuospatial 1 0
## Adamczuk K        0.3182 [ 0.0603;  0.5362]        0.1       Visuospatial 1 0
## Aizenstein HJ    -0.1215 [-0.4247;  0.2062]        0.1             Global 1 0
## Aizenstein HJ    -0.1434 [-0.4903;  0.2427]        0.1       Visuospatial 1 0
## Aizenstein HJ    -0.1215 [-0.4247;  0.2062]        0.1             Global 1 0
## Aizenstein HJ    -0.1434 [-0.4903;  0.2427]        0.1 Executive function 1 0
## Aizenstein HJ    -0.2115 [-0.4975;  0.1161]        0.1           Semantic 1 0
## Aizenstein HJ    -0.0216 [-0.3572;  0.3189]        0.1       Visuospatial 1 0
## Aizenstein HJ    -0.0599 [-0.3902;  0.2840]        0.1             Memory 1 0
## Aizenstein HJ     0.0089 [-0.3302;  0.3461]        0.1             Memory 1 0
## Aizenstein HJ    -0.0096 [-0.3283;  0.3110]        0.1           Semantic 1 0
## Aizenstein HJ     0.2341 [-0.0925;  0.5152]        0.1 Executive function 1 0
## Aizenstein HJ    -0.7673 [-0.8777; -0.5795]        0.1             Memory 1 0
## Aizenstein HJ    -0.1677 [-0.4625;  0.1606]        0.1     Working memory 1 0
## Aizenstein HJ     0.4327 [ 0.1311;  0.6609]        0.1     Working memory 1 0
## Aizenstein HJ    -0.4335 [-0.6615; -0.1321]        0.1 Executive function 1 0
## Aizenstein HJ     0.1998 [-0.1281;  0.4883]        0.1     Working memory 1 0
## Aizenstein HJ    -0.5539 [-0.7422; -0.2846]        0.1     Working memory 1 0
## Aizenstein HJ    -0.4126 [-0.6469; -0.1070]        0.1   Processing speed 1 0
## Aizenstein HJ     0.0339 [-0.2889;  0.3498]        0.1   Processing speed 1 0
## Aizenstein HJ    -0.0997 [-0.4065;  0.2272]        0.1   Processing speed 1 0
## Aizenstein HJ    -0.1292 [-0.4311;  0.1987]        0.1   Processing speed 1 0
## Pomara N         -0.3500 [-0.6153; -0.0134]        0.1             Global 1 0
## Pomara N          0.4100 [ 0.0834;  0.6571]        0.1             Global 1 0
## Radanovic M      -0.2060 [-0.4490;  0.0654]        0.1             Global 0 1
## Radanovic M       0.2070 [-0.0643;  0.4498]        0.1             Global 1 1
## Radanovic M       0.2110 [-0.0602;  0.4532]        0.1             Global 1 0
## Radanovic M      -0.2840 [-0.5128; -0.0176]        0.1             Global 0 1
## Rentz DM         -0.0902 [-0.2565;  0.0812]        0.1             Global 1 0
## Rentz DM         -0.1508 [-0.3130;  0.0199]        0.1             Global 0 1
## Rentz DM         -0.0228 [-0.1923;  0.1480]        0.1             Global 1 1
## Rentz DM         -0.1184 [-0.2829;  0.0529]        0.1             Global 1 1
## Rentz DM         -0.0288 [-0.1980;  0.1421]        0.1             Global 1 0
## Rentz DM          0.0838 [-0.0877;  0.2504]        0.1             Global 1 0
## Rentz DM         -0.0546 [-0.2228;  0.1167]        0.1             Global 0 1
## Rentz DM          0.1462 [-0.0247;  0.3087]        0.1             Global 0 1
## Resnick SM       -0.1387 [-0.3990;  0.1423]        0.1             Memory 1 0
## Resnick SM        0.1646 [-0.1163;  0.4211]        0.1 Executive function 1 0
## Resnick SM       -0.2056 [-0.4553;  0.0742]        0.1             Global 1 0
## Resnick SM       -0.1582 [-0.4157;  0.1227]        0.1             Memory 1 0
## Roberts RO        0.0368 [-0.0140;  0.0873]        0.2             Global 1 0
## Roberts RO        0.0386 [-0.0122;  0.0892]        0.2             Memory 1 0
## Roberts RO        0.2466 [ 0.1983;  0.2937]        0.2             Global 1 0
## Roberts RO        0.1639 [ 0.1141;  0.2128]        0.2             Memory 1 0
## Roe CM            0.0549 [-0.0399;  0.1487]        0.1             Global 0 1
## Roe CM            0.0979 [ 0.0033;  0.1907]        0.1             Global 1 1
## Roe CM            0.0926 [-0.0019;  0.1856]        0.1             Global 1 1
## Roe CM            0.0678 [-0.0269;  0.1614]        0.1             Global 1 0
## Roe CM            0.0405 [-0.0543;  0.1345]        0.1             Global 0 1
## Rosenberg PB     -0.1500 [-0.6150;  0.3924]        0.1             Memory 1 0
## Rosenberg PB      0.1800 [-0.3660;  0.6338]        0.1           Semantic 1 0
## Rosenberg PB     -0.1900 [-0.6400;  0.3570]        0.1             Global 1 0
## Rosenberg PB      0.5200 [ 0.0105;  0.8151]        0.1             Global 1 0
## Schindler SE     -0.0450 [-0.1725;  0.0840]        0.1   Processing speed 1 1
## Schindler SE      0.1540 [ 0.0260;  0.2770]        0.1             Memory 1 0
## Schindler SE      0.0280 [-0.1009;  0.1560]        0.1             Memory 1 0
## Schindler SE      0.0620 [-0.0671;  0.1890]        0.1             Global 1 0
## Schindler SE      0.2320 [ 0.1067;  0.3501]        0.1     Working memory 1 0
## Schindler SE      0.0890 [-0.0400;  0.2151]        0.1             Global 1 0
## Schindler SE      0.0090 [-0.1197;  0.1374]        0.1             Memory 1 0
## Schindler SE      0.1900 [ 0.0630;  0.3109]        0.1 Executive function 1 0
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1   Processing speed 1 0
## Schindler SE     -0.0280 [-0.1560;  0.1009]        0.1           Semantic 1 0
## Schindler SE     -0.0840 [-0.2103;  0.0450]        0.1             Memory 0 1
## Schindler SE     -0.1690 [-0.2912; -0.0414]        0.1             Memory 0 1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1             Global 0 1
## Schindler SE     -0.0820 [-0.2083;  0.0470]        0.1     Working memory 0 1
## Schindler SE     -0.0400 [-0.1677;  0.0890]        0.1             Global 0 1
## Schindler SE      0.0340 [-0.0949;  0.1618]        0.1             Memory 0 1
## Schindler SE      0.1170 [-0.0117;  0.2419]        0.1 Executive function 0 1
## Schindler SE      0.0350 [-0.0939;  0.1628]        0.1   Processing speed 0 1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1           Semantic 0 1
## Schindler SE     -0.0930 [-0.2189;  0.0360]        0.1             Memory 0 1
## Schindler SE     -0.1160 [-0.2409;  0.0127]        0.1             Memory 0 1
## Schindler SE     -0.0200 [-0.1481;  0.1088]        0.1             Global 0 1
## Schindler SE      0.1170 [-0.0117;  0.2419]        0.1     Working memory 0 1
## Schindler SE      0.0150 [-0.1137;  0.1432]        0.1             Global 0 1
## Schindler SE      0.0470 [-0.0820;  0.1745]        0.1             Memory 0 1
## Schindler SE      0.0980 [-0.0309;  0.2237]        0.1 Executive function 0 1
## Schindler SE     -0.0110 [-0.1393;  0.1177]        0.1   Processing speed 0 1
## Schindler SE     -0.0820 [-0.2083;  0.0470]        0.1           Semantic 0 1
## Schindler SE     -0.2320 [-0.3501; -0.1067]        0.1             Memory 1 1
## Schindler SE     -0.1850 [-0.3062; -0.0579]        0.1             Memory 1 1
## Schindler SE     -0.0860 [-0.2122;  0.0430]        0.1             Global 1 1
## Schindler SE     -0.1620 [-0.2846; -0.0342]        0.1     Working memory 1 1
## Schindler SE     -0.1320 [-0.2562; -0.0035]        0.1             Global 1 1
## Schindler SE     -0.0360 [-0.1638;  0.0930]        0.1             Memory 1 1
## Schindler SE     -0.0350 [-0.1628;  0.0939]        0.1 Executive function 1 1
## Schindler SE      0.0330 [-0.0959;  0.1608]        0.1   Processing speed 1 1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1           Semantic 1 1
## Schindler SE     -0.2290 [-0.3473; -0.1035]        0.1             Memory 1 1
## Schindler SE     -0.1300 [-0.2543; -0.0015]        0.1             Memory 1 1
## Schindler SE     -0.0770 [-0.2035;  0.0520]        0.1             Global 1 1
## Schindler SE     -0.0290 [-0.1569;  0.0999]        0.1     Working memory 1 1
## Schindler SE     -0.0620 [-0.1890;  0.0671]        0.1             Global 1 1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1             Memory 1 1
## Schindler SE     -0.0460 [-0.1735;  0.0830]        0.1 Executive function 1 1
## Schindler SE      0.0100 [-0.1187;  0.1383]        0.1   Processing speed 1 1
## Schindler SE     -0.0570 [-0.1842;  0.0720]        0.1           Semantic 1 1
## Schindler SE      0.0470 [-0.0820;  0.1745]        0.1             Global 1 0
## Schindler SE      0.0140 [-0.1147;  0.1423]        0.1             Memory 1 0
## Schindler SE      0.0090 [-0.1197;  0.1374]        0.1             Global 1 0
## Schindler SE      0.0240 [-0.1048;  0.1521]        0.1             Memory 1 0
## Schindler SE      0.0140 [-0.1147;  0.1423]        0.1           Semantic 1 0
## Schindler SE      0.0230 [-0.1058;  0.1511]        0.1 Executive function 1 0
## Schindler SE      0.0210 [-0.1078;  0.1491]        0.1   Processing speed 1 0
## Schindler SE     -0.0150 [-0.1432;  0.1137]        0.1     Working memory 1 0
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1             Memory 1 0
## Schindler SE     -0.0320 [-0.1599;  0.0969]        0.1             Global 0 1
## Schindler SE     -0.0230 [-0.1511;  0.1058]        0.1             Memory 0 1
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1             Global 0 1
## Schindler SE     -0.0070 [-0.1354;  0.1216]        0.1             Memory 0 1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1           Semantic 0 1
## Schindler SE     -0.0100 [-0.1383;  0.1187]        0.1 Executive function 0 1
## Schindler SE     -0.0060 [-0.1344;  0.1226]        0.1   Processing speed 0 1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1     Working memory 0 1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1             Memory 0 1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1             Global 0 1
## Schindler SE     -0.0330 [-0.1608;  0.0959]        0.1             Memory 0 1
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1             Global 0 1
## Schindler SE     -0.0110 [-0.1393;  0.1177]        0.1             Memory 0 1
## Schindler SE     -0.0050 [-0.1334;  0.1236]        0.1           Semantic 0 1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1 Executive function 0 1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1   Processing speed 0 1
## Schindler SE     -0.0250 [-0.1530;  0.1039]        0.1     Working memory 0 1
## Schindler SE     -0.0180 [-0.1462;  0.1108]        0.1             Memory 0 1
## Schindler SE     -0.0730 [-0.1996;  0.0560]        0.1             Global 1 1
## Schindler SE     -0.0280 [-0.1560;  0.1009]        0.1             Memory 1 1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1             Global 1 1
## Schindler SE     -0.0300 [-0.1579;  0.0989]        0.1             Memory 1 1
## Schindler SE     -0.0260 [-0.1540;  0.1029]        0.1           Semantic 1 1
## Schindler SE     -0.0240 [-0.1521;  0.1048]        0.1 Executive function 1 1
## Schindler SE     -0.0220 [-0.1501;  0.1068]        0.1   Processing speed 1 1
## Schindler SE     -0.0210 [-0.1491;  0.1078]        0.1     Working memory 1 1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1             Memory 1 1
## Schindler SE     -0.0640 [-0.1910;  0.0651]        0.1             Global 1 1
## Schindler SE     -0.0320 [-0.1599;  0.0969]        0.1             Memory 1 1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1             Global 1 1
## Schindler SE     -0.0350 [-0.1628;  0.0939]        0.1             Memory 1 1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1           Semantic 1 1
## Schindler SE     -0.0170 [-0.1452;  0.1118]        0.1 Executive function 1 1
## Schindler SE     -0.0220 [-0.1501;  0.1068]        0.1   Processing speed 1 1
## Schindler SE     -0.0240 [-0.1521;  0.1048]        0.1     Working memory 1 1
## Schindler SE     -0.0040 [-0.1325;  0.1246]        0.1             Memory 1 1
## Schindler SE     -0.1491 [-0.2727; -0.0207]        0.1 Executive function 1 1
## Schindler SE      0.0746 [-0.0547;  0.2015]        0.1           Semantic 1 1
## Schindler SE      0.1676 [ 0.0399;  0.2899]        0.1             Global 1 1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1             Global 1 1
## Sala-Llonch R    -0.1779 [-0.3724;  0.0315]        0.1 Executive function 1 0
## Sala-Llonch R    -0.0414 [-0.2475;  0.1683]        0.1             Memory 1 0
## Sala-Llonch R    -0.0635 [-0.2683;  0.1467]        0.1             Memory 1 0
## Sala-Llonch R     0.0050 [-0.2034;  0.2131]        0.1 Executive function 1 0
## Sala-Llonch R     0.1443 [-0.0660;  0.3423]        0.1 Executive function 1 0
## Sala-Llonch R    -0.0467 [-0.2525;  0.1631]        0.1             Global 1 0
## Sala-Llonch R     0.1102 [-0.1003;  0.3113]        0.1             Global 1 0
## Sierra-Rio A      0.0475 [-0.2206;  0.3089]        0.1             Global 1 1
## Song Z            0.0848 [-0.1347;  0.2964]        0.1             Memory 1 0
## Song Z            0.1288 [-0.0908;  0.3364]        0.1             Memory 1 0
## Song Z            0.2828 [ 0.0701;  0.4709]        0.1   Processing speed 1 0
## Song Z            0.1810 [-0.0374;  0.3830]        0.1     Working memory 1 0
## Song Z            0.1367 [-0.0828;  0.3435]        0.1     Working memory 1 0
## Song Z            0.1225 [-0.0971;  0.3307]        0.1             Global 1 0
## Song Z            0.0000 [-0.2170;  0.2170]        0.1     Working memory 1 0
## Song Z           -0.1091 [-0.3186;  0.1105]        0.1     Working memory 1 0
## Song Z            0.0700 [-0.2125;  0.3417]        0.1   Processing speed 1 0
## Song Z            0.0100 [-0.2691;  0.2875]        0.1             Memory 1 0
## Song Z           -0.1200 [-0.3855;  0.1638]        0.1             Memory 1 0
## Song Z           -0.0100 [-0.2875;  0.2691]        0.1             Memory 1 0
## Song Z           -0.1200 [-0.3855;  0.1638]        0.1             Memory 1 0
## Song Z            0.0800 [-0.2029;  0.3505]        0.1             Memory 1 0
## Song Z            0.2200 [-0.0622;  0.4696]        0.1             Memory 1 0
## Song Z            0.0700 [-0.2125;  0.3417]        0.1   Processing speed 1 0
## Song Z            0.0800 [-0.2029;  0.3505]        0.1   Processing speed 1 0
## Song Z           -0.1700 [-0.4281;  0.1137]        0.1   Processing speed 1 0
## Song Z           -0.0200 [-0.2967;  0.2598]        0.1   Processing speed 1 0
## Song Z            0.2400 [-0.0411;  0.4859]        0.1   Processing speed 1 0
## Song Z            0.3300 [ 0.0569;  0.5572]        0.1   Processing speed 1 0
## Song Z            0.2600 [-0.0198;  0.5020]        0.1   Processing speed 1 0
## Song Z           -0.0700 [-0.3417;  0.2125]        0.1           Semantic 1 0
## Song Z           -0.1300 [-0.3941;  0.1539]        0.1           Semantic 1 0
## Song Z            0.0200 [-0.2598;  0.2967]        0.1           Semantic 1 0
## Song Z            0.0300 [-0.2504;  0.3058]        0.1   Processing speed 1 0
## Song Z           -0.0200 [-0.2967;  0.2598]        0.1             Global 1 0
## Song Z            0.2300 [-0.0517;  0.4778]        0.1   Processing speed 1 0
## Stomrud E         0.1590 [-0.1740;  0.4594]        0.1             Global 1 0
## Stomrud E         0.1770 [-0.1560;  0.4738]        0.1             Global 0 1
## Stomrud E         0.1540 [-0.1789;  0.4553]        0.1             Global 0 1
## Stomrud E        -0.0650 [-0.3810;  0.2646]        0.1             Global 1 0
## Stomrud E        -0.0780 [-0.3921;  0.2524]        0.1             Memory 0 1
## Stomrud E        -0.1280 [-0.4340;  0.2045]        0.1             Memory 0 1
## Stomrud E        -0.1340 [-0.4390;  0.1986]        0.1             Memory 1 0
## Stomrud E        -0.0820 [-0.3955;  0.2486]        0.1             Memory 0 1
## Stomrud E        -0.0940 [-0.4057;  0.2372]        0.1             Memory 0 1
## Stomrud E        -0.4370 [-0.6666; -0.1316]        0.1             Memory 1 0
## Stomrud E         0.0030 [-0.3213;  0.3267]        0.1             Global 0 1
## Stomrud E        -0.0340 [-0.3541;  0.2932]        0.1             Global 0 1
## Stomrud E        -0.1600 [-0.4602;  0.1730]        0.1             Global 1 0
## Stomrud E         0.0370 [-0.2905;  0.3567]        0.1             Global 0 1
## Stomrud E        -0.0340 [-0.3541;  0.2932]        0.1             Global 0 1
## Stomrud E        -0.3300 [-0.5908; -0.0067]        0.1             Global 1 0
## Stomrud E         0.1890 [-0.1438;  0.4834]        0.1   Processing speed 0 1
## Stomrud E        -0.3850 [-0.6304; -0.0697]        0.1   Processing speed 1 0
## Stomrud E         0.0270 [-0.2996;  0.3480]        0.1   Processing speed 0 1
## Stomrud E        -0.0590 [-0.3758;  0.2702]        0.1   Processing speed 0 1
## Stomrud E        -0.5400 [-0.7354; -0.2618]        0.1   Processing speed 1 0
## Stomrud E        -0.0390 [-0.3585;  0.2887]        0.1   Processing speed 0 1
## Stomrud E        -0.0480 [-0.3663;  0.2804]        0.1   Processing speed 0 1
## Stomrud E        -0.4220 [-0.6563; -0.1135]        0.1   Processing speed 1 0
## Stomrud E        -0.0630 [-0.3793;  0.2665]        0.1       Visuospatial 0 1
## Stomrud E        -0.0510 [-0.3689;  0.2776]        0.1       Visuospatial 0 1
## Stomrud E         0.1910 [-0.1418;  0.4850]        0.1       Visuospatial 1 0
## Stomrud E        -0.0500 [-0.3681;  0.2785]        0.1             Global 0 1
## Stomrud E        -0.0300 [-0.3506;  0.2969]        0.1             Global 0 1
## Timmers T        -0.0804 [-0.2662;  0.1112]        0.1 Executive function 1 0
## Timmers T        -0.0470 [-0.2348;  0.1442]        0.1           Semantic 1 0
## Timmers T        -0.1612 [-0.3407;  0.0295]        0.1             Global 1 0
## Timmers T        -0.0541 [-0.2414;  0.1372]        0.1             Memory 1 0
## Timmers T        -0.1807 [-0.3582;  0.0095]        0.1     Working memory 1 0
## Timmers T         0.0039 [-0.1861;  0.1936]        0.1   Processing speed 1 0
## Timmers T        -0.0048 [-0.1945;  0.1852]        0.1   Processing speed 1 0
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1   Processing speed 1 0
## Timmers T         0.0309 [-0.1599;  0.2195]        0.1     Working memory 1 0
## Timmers T        -0.0087 [-0.1982;  0.1815]        0.1 Executive function 1 0
## Timmers T        -0.0039 [-0.1936;  0.1861]        0.1   Processing speed 1 0
## Timmers T        -0.0048 [-0.1945;  0.1852]        0.1           Semantic 1 0
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1             Memory 1 0
## Timmers T        -0.0319 [-0.2204;  0.1589]        0.1             Memory 1 0
## Timmers T        -0.1724 [-0.3507;  0.0181]        0.1             Memory 1 0
## Timmers T        -0.1143 [-0.2977;  0.0772]        0.1             Memory 1 0
## Timmers T        -0.0126 [-0.2019;  0.1777]        0.1     Working memory 1 0
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1   Processing speed 1 0
## Timmers T        -0.0010 [-0.1908;  0.1889]        0.1   Processing speed 1 0
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1   Processing speed 1 0
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1 Executive function 1 0
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1   Processing speed 1 0
## Timmers T        -0.0039 [-0.1936;  0.1861]        0.1           Semantic 1 0
## Timmers T        -0.0058 [-0.1954;  0.1843]        0.1             Memory 1 0
## Timmers T        -0.0574 [-0.2446;  0.1339]        0.1             Memory 1 0
## Timmers T        -0.0249 [-0.2137;  0.1658]        0.1 Executive function 1 0
## Timmers T        -0.0289 [-0.2176;  0.1618]        0.1 Executive function 1 0
## Timmers T         0.0184 [-0.1721;  0.2075]        0.1           Semantic 1 0
## Timmers T        -0.0953 [-0.2801;  0.0963]        0.1 Executive function 1 0
## Timmers T        -0.3622 [-0.5166; -0.1851]        0.1             Memory 1 0
## Timmers T        -0.2862 [-0.4515; -0.1019]        0.1             Memory 1 0
## Timmers T         0.1926 [ 0.0028;  0.3689]        0.1 Executive function 1 0
## Timmers T        -0.0348 [-0.2232;  0.1561]        0.1             Global 1 0
## Timmers T        -0.0242 [-0.2130;  0.1665]        0.1     Working memory 1 0
## Timmers T        -0.1029 [-0.2871;  0.0887]        0.1 Executive function 1 0
## Timmers T        -0.1289 [-0.3111;  0.0625]        0.1             Memory 1 0
## Storandt M        0.1209 [-0.0490;  0.2841]        0.1             Global 1 0
## Storandt M        0.0041 [-0.1650;  0.1729]        0.1             Global 1 0
## Storandt M        0.0041 [-0.1650;  0.1729]        0.1             Memory 1 0
## Storandt M        0.0164 [-0.1530;  0.1849]        0.1       Visuospatial 1 0
## Storandt M        0.0164 [-0.1530;  0.1849]        0.1     Working memory 1 0
## Tardif CL        -0.5073 [-0.6952; -0.2545]        0.1             Global 1 0
## Tardif CL         0.2859 [-0.0048;  0.5320]        0.1             Global 1 0
## Tardif CL         0.3610 [ 0.0790;  0.5895]        0.1             Global 0 1
## Tardif CL         0.3530 [ 0.0699;  0.5835]        0.1             Global 0 1
## Teipel SJ        -0.1100 [-0.2174; -0.0000]        0.1             Global 1 0
## Teipel SJ        -0.1100 [-0.2174; -0.0000]        0.1             Memory 1 0
## van Bergen JMG   -0.0448 [-0.2253;  0.1387]        0.1             Global 1 0
## van Harten AC     0.0218 [-0.1497;  0.1919]        0.1 Executive function 1 0
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1           Semantic 1 0
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1             Global 1 0
## van Harten AC    -0.0651 [-0.2334;  0.1069]        0.1             Memory 0 1
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1 Executive function 0 1
## van Harten AC     0.0362 [-0.1355;  0.2058]        0.1 Executive function 0 1
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1           Semantic 0 1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1             Global 0 1
## van Harten AC    -0.0651 [-0.2334;  0.1069]        0.1             Memory 0 1
## van Harten AC    -0.0073 [-0.1779;  0.1638]        0.1 Executive function 0 1
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1 Executive function 0 1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1           Semantic 0 1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1             Global 0 1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1             Memory 1 1
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1 Executive function 1 1
## van Harten AC     0.0362 [-0.1355;  0.2058]        0.1 Executive function 1 1
## van Harten AC     0.0290 [-0.1426;  0.1989]        0.1           Semantic 1 1
## van Harten AC     0.0000 [-0.1709;  0.1709]        0.1             Global 1 1
## van Harten AC    -0.1400 [-0.3037;  0.0316]        0.1             Memory 1 0
## van Harten AC     0.0218 [-0.1497;  0.1919]        0.1 Executive function 1 0
## van Harten AC    -0.1715 [-0.3326; -0.0006]        0.1 Executive function 1 0
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1           Semantic 1 0
## van Harten AC    -0.1436 [-0.3069;  0.0280]        0.1             Global 1 0
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1             Memory 0 1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1 Executive function 0 1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1 Executive function 0 1
## van Harten AC    -0.0348 [-0.2045;  0.1369]        0.1           Semantic 0 1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1             Global 0 1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1             Memory 0 1
## van Harten AC     0.0000 [-0.1709;  0.1709]        0.1 Executive function 0 1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1 Executive function 0 1
## van Harten AC    -0.0174 [-0.1877;  0.1539]        0.1           Semantic 0 1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1             Global 0 1
## van Harten AC    -0.1506 [-0.3134;  0.0208]        0.1             Memory 1 1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1 Executive function 1 1
## van Harten AC    -0.1295 [-0.2938;  0.0423]        0.1 Executive function 1 1
## van Harten AC    -0.0261 [-0.1961;  0.1454]        0.1           Semantic 1 1
## van Harten AC    -0.1436 [-0.3069;  0.0280]        0.1             Global 1 1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1             Memory 1 0
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1 Executive function 1 0
## Visser PJ         0.0135 [-0.2457;  0.2708]        0.1             Global 1 1
## Visser PJ         0.0150 [-0.2443;  0.2722]        0.1             Global 1 1
## Visser PJ        -0.0576 [-0.3071;  0.1992]        0.1             Global 1 1
## Visser PJ         0.0449 [-0.2159;  0.2997]        0.1             Memory 1 1
## Xiong C          -0.1100 [-0.2421;  0.0261]        0.1             Global 0 1
## Xiong C          -0.1500 [-0.2800; -0.0146]        0.1             Global 1 0
## Xiong C          -0.0200 [-0.1553;  0.1160]        0.1             Global 1 0
## Xiong C          -0.4400 [-0.5433; -0.3236]        0.1             Global 0 1
## Xiong C          -0.3300 [-0.4458; -0.2034]        0.1             Global 0 1
## Xiong C          -0.2700 [-0.3914; -0.1394]        0.1             Global 1 0
## Xiong C           0.2200 [ 0.0869;  0.3454]        0.1             Global 1 0
## Xiong C          -0.0300 [-0.1650;  0.1061]        0.1             Global 0 1
## Huang KL         -0.5600 [-0.8682;  0.0600]        0.1             Memory 1 0
## Insel PS          0.0458 [-0.0626;  0.1532]        0.1             Global 1 0
## Insel PS          0.1831 [ 0.0765;  0.2856]        0.1   Processing speed 1 0
## Insel PS         -0.0833 [-0.1897;  0.0251]        0.1 Executive function 1 0
## Janelidze S       0.1162 [ 0.0295;  0.2011]        0.1             Global 1 0
## Jansen WJ         0.0709 [ 0.0347;  0.1070]        0.2             Global 1 0
## Jansen WJ         0.0884 [ 0.0523;  0.1244]        0.2             Memory 1 0
## Kang JM           0.2020 [-0.1047;  0.4736]        0.1     Working memory 0 1
## Kang JM           0.0490 [-0.2551;  0.3443]        0.1     Working memory 0 1
## Kang JM          -0.0500 [-0.3452;  0.2542]        0.1           Semantic 0 1
## Kang JM          -0.1230 [-0.4083;  0.1841]        0.1             Memory 0 1
## Kang JM          -0.1980 [-0.4704;  0.1088]        0.1             Memory 0 1
## Kang JM          -0.1600 [-0.4392;  0.1474]        0.1             Memory 0 1
## Kang JM           0.0580 [-0.2466;  0.3522]        0.1             Memory 0 1
## Kang JM           0.0710 [-0.2343;  0.3636]        0.1             Memory 0 1
## Kang JM           0.0160 [-0.2857;  0.3148]        0.1             Memory 0 1
## Kang JM          -0.0310 [-0.3283;  0.2719]        0.1   Processing speed 0 1
## Kang JM           0.1470 [-0.1604;  0.4284]        0.1 Executive function 0 1
## Kato M            0.2739 [ 0.0818;  0.4463]        0.1             Global 1 0
## Kato M            0.4369 [ 0.2631;  0.5833]        0.1             Global 1 0
## Kawas CH          0.1837 [-0.4086;  0.6672]        0.1             Global 1 0
## Kawas CH          0.4358 [-0.1515;  0.7957]        0.1             Global 1 0
## Kawas CH         -0.2974 [-0.7290;  0.3032]        0.1             Memory 1 0
## Kawas CH          0.0000 [-0.7047;  0.7047]        0.0           Semantic 1 0
## Kawas CH          0.9821 [ 0.8797;  0.9975]        0.0             Global 1 0
## Kawas CH          0.9259 [ 0.5710;  0.9892]        0.0             Global 1 0
## Kawas CH          0.3273 [-0.6594;  0.8998]        0.0             Memory 1 0
## Kawas CH          0.4669 [-0.5549;  0.9271]        0.0           Semantic 1 0
## Kemppainen N      0.2070 [-0.0820;  0.4638]        0.1             Global 1 0
## Kemppainen N      0.3277 [ 0.0481;  0.5597]        0.1 Executive function 1 0
## Kemppainen N      0.1730 [-0.1169;  0.4357]        0.1   Processing speed 1 0
## Kemppainen N      0.0300 [-0.2563;  0.3115]        0.1             Memory 1 0
## Kemppainen N      0.0000 [-0.2841;  0.2841]        0.1             Global 1 0
## Kemppainen N     -0.0993 [-0.3729;  0.1902]        0.1             Memory 1 0
## Kemppainen N      0.1633 [-0.1267;  0.4276]        0.1             Memory 1 0
## Konijnenberg E    0.2110 [ 0.0730;  0.3411]        0.1             Memory 1 0
## Konijnenberg E    0.1361 [-0.0042;  0.2710]        0.1             Memory 1 0
## Konijnenberg E   -0.1332 [-0.2684;  0.0071]        0.1             Memory 1 0
## Konijnenberg E    0.0964 [-0.0444;  0.2334]        0.1             Memory 1 0
## Konijnenberg E   -0.0146 [-0.1574;  0.1288]        0.1             Memory 1 0
## Konijnenberg E   -0.0260 [-0.1685;  0.1175]        0.1             Memory 1 0
## Konijnenberg E    0.0243 [-0.1192;  0.1668]        0.1             Memory 1 0
## Konijnenberg E   -0.0122 [-0.1550;  0.1312]        0.1             Memory 1 0
## Konijnenberg E   -0.0520 [-0.1937;  0.0918]        0.1             Global 1 0
## Konijnenberg E    0.0334 [-0.1423;  0.2071]        0.1             Memory 1 0
## Konijnenberg E    0.0950 [-0.0812;  0.2655]        0.1             Memory 1 0
## Konijnenberg E   -0.0198 [-0.1940;  0.1557]        0.1             Memory 1 0
## Konijnenberg E    0.0297 [-0.1460;  0.2035]        0.1             Memory 1 0
## Konijnenberg E    0.0534 [-0.1227;  0.2262]        0.1             Global 1 0
## Kristofikova Z   -0.0444 [-0.5443;  0.4787]        0.1             Global 1 1
## Kristofikova Z   -0.0229 [-0.5290;  0.4951]        0.1             Global 1 1
## Kristofikova Z   -0.2172 [-0.6564;  0.3320]        0.1             Global 1 1
## Kristofikova Z    0.1291 [-0.4103;  0.6016]        0.1             Global 1 1
## Kristofikova Z   -0.1720 [-0.6289;  0.3731]        0.1             Global 1 0
## Kristofikova Z   -0.5850 [-0.8443; -0.1039]        0.1             Global 0 1
## Kristofikova Z   -0.4450 [-0.7796;  0.0871]        0.1             Global 0 1
## Lafirdeen ASM     0.2219 [ 0.1904;  0.2529]        0.2             Global 1 1
## Leahey TM        -0.3400 [-0.6047; -0.0076]        0.1             Global 1 0
## Liguori C         0.7900 [ 0.6559;  0.8758]        0.1             Memory 1 1
## Liguori C         0.7500 [ 0.5961;  0.8507]        0.1             Memory 1 1
## Liguori C         0.7000 [ 0.5237;  0.8188]        0.1             Memory 1 1
## Lilamand M        0.0944 [-0.0255;  0.2116]        0.1             Global 1 0
## Lilamand M        0.1170 [-0.0027;  0.2333]        0.1             Global 1 0
## Lilamand M       -0.6904 [-0.7483; -0.6222]        0.1             Global 1 0
## Lilamand M       -0.5014 [-0.5858; -0.4061]        0.1             Memory 1 0
## Lilamand M       -0.6280 [-0.6954; -0.5497]        0.1 Executive function 1 0
## Lim YY            0.0606 [-0.1900;  0.3038]        0.1             Global 1 0
## Lim YY           -0.0452 [-0.2897;  0.2049]        0.1             Global 1 0
## Lim YY           -0.0010 [-0.2487;  0.2468]        0.1     Working memory 1 0
## Lim YY            0.1120 [-0.1396;  0.3501]        0.1             Memory 1 0
## Lim YY            0.2916 [ 0.0473;  0.5030]        0.1             Memory 1 0
## Lim YY            0.2254 [-0.0237;  0.4481]        0.1     Working memory 1 0
## Lim YY           -0.2329 [-0.4544;  0.0158]        0.1   Processing speed 1 0
## Lim YY            0.1474 [-0.1041;  0.3813]        0.1             Memory 1 0
## Llado-Saz S       0.0270 [-0.1530;  0.2053]        0.1             Memory 1 0
## Llado-Saz S       0.1051 [-0.0756;  0.2791]        0.1       Visuospatial 1 0
## Llado-Saz S       0.1805 [ 0.0013;  0.3484]        0.1             Memory 1 0
## Llado-Saz S       0.0740 [-0.1066;  0.2499]        0.1             Global 1 0
## Llado-Saz S      -0.2828 [-0.4398; -0.1091]        0.1             Memory 1 0
## Llado-Saz S      -0.2257 [-0.3892; -0.0484]        0.1             Memory 1 0
## Llado-Saz S       0.2497 [ 0.0738;  0.4106]        0.1             Memory 1 0
## Llado-Saz S       0.0144 [-0.1653;  0.1931]        0.1   Processing speed 1 0
## Llado-Saz S       0.0148 [-0.1649;  0.1935]        0.1   Processing speed 1 0
## Llado-Saz S       0.0190 [-0.1607;  0.1976]        0.1   Processing speed 1 0
## Llado-Saz S       0.2227 [ 0.0453;  0.3865]        0.1             Memory 1 0
## Llado-Saz S       0.2334 [ 0.0565;  0.3960]        0.1             Memory 1 0
## Llado-Saz S       0.2635 [ 0.0884;  0.4228]        0.1             Memory 1 0
## Llado-Saz S       0.2246 [ 0.0473;  0.3882]        0.1             Global 1 0
## Llado-Saz S      -0.0621 [-0.2387;  0.1185]        0.1             Memory 1 0
## Llado-Saz S       0.0235 [-0.1564;  0.2019]        0.1             Memory 1 0
## Llado-Saz S       0.1009 [-0.0798;  0.2752]        0.1             Memory 1 0
## Llado-Saz S       0.2083 [ 0.0302;  0.3736]        0.1   Processing speed 1 0
## Llado-Saz S       0.2921 [ 0.1191;  0.4479]        0.1   Processing speed 1 0
## Llado-Saz S       0.2196 [ 0.0420;  0.3837]        0.1   Processing speed 1 0
## Lu K             -0.2400 [-0.3208; -0.1558]        0.1             Global 1 0
## Lu K             -0.1600 [-0.2441; -0.0735]        0.1   Processing speed 1 0
## Lu K             -0.3100 [-0.3870; -0.2287]        0.1             Memory 1 0
## Lu K             -0.2000 [-0.2826; -0.1145]        0.1             Memory 1 0
## Lu K             -0.0300 [-0.1271;  0.0676]        0.1             Memory 1 0
## Lu K             -0.1600 [-0.2535; -0.0635]        0.1             Memory 1 0
## Lu K             -0.0900 [-0.1858;  0.0075]        0.1             Memory 1 0
## Lu K             -0.1700 [-0.2537; -0.0837]        0.1             Global 1 0
## Lu K             -0.3900 [-0.4618; -0.3132]        0.1     Working memory 1 0
## Martikainen IK    0.0000 [-0.3115;  0.3115]        0.1             Global 1 0
## Martikainen IK    0.0608 [-0.2555;  0.3654]        0.1             Global 1 0
## Martikainen IK   -0.1323 [-0.4263;  0.1869]        0.1             Memory 1 0
## Martikainen IK    0.2671 [-0.0484;  0.5342]        0.1 Executive function 1 0
## Martikainen IK    0.0975 [-0.2207;  0.3970]        0.1   Processing speed 1 0
## McMillan CT       0.3727 [ 0.2371;  0.4941]        0.1             Global 1 1
## McMillan CT      -0.5276 [-0.6272; -0.4111]        0.1             Global 1 1
## McMillan CT      -0.1654 [-0.3066; -0.0170]        0.1             Memory 1 1
## McMillan CT       0.0000 [-0.1488;  0.1488]        0.1   Processing speed 1 1
## McMillan CT       0.0000 [-0.1488;  0.1488]        0.1       Visuospatial 1 1
## McMillan CT      -0.1654 [-0.3066; -0.0170]        0.1     Working memory 1 1
## McMillan CT       0.3001 [ 0.1584;  0.4297]        0.1           Semantic 1 1
## McMillan CT       0.4888 [ 0.3667;  0.5944]        0.1   Processing speed 1 1
## Mecca AP          0.1270 [-0.1730;  0.4054]        0.1             Memory 1 0
## Mecca AP          0.3900 [ 0.1089;  0.6133]        0.1           Semantic 1 0
## Mecca AP          0.2000 [-0.0994;  0.4662]        0.1           Semantic 1 0
## Mecca AP          0.2600 [-0.0363;  0.5143]        0.1 Executive function 1 0
## Mecca AP         -0.0600 [-0.3474;  0.2377]        0.1   Processing speed 1 0
## Mecca AP          0.1300 [-0.1700;  0.4080]        0.1   Processing speed 1 0
## Mecca AP          0.2300 [-0.0681;  0.4904]        0.1 Executive function 1 0
## Mecca AP         -0.0500 [-0.3386;  0.2472]        0.1             Memory 1 0
## Mecca AP         -0.2200 [-0.4824;  0.0786]        0.1             Memory 1 0
## Mecca AP          0.0200 [-0.2751;  0.3117]        0.1             Memory 1 0
## Mecca AP         -0.0600 [-0.3474;  0.2377]        0.1             Memory 1 0
## Mecca AP          0.2000 [-0.0994;  0.4662]        0.1                 NA 1 0
## Mecca AP          0.1000 [-0.1994;  0.3823]        0.1       Visuospatial 1 0
## Mecca AP         -0.1900 [-0.4580;  0.1096]        0.1                 NA 1 0
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1           Semantic 0 1
## Aschenbrenner AJ -0.2000 [-0.3710; -0.0159]        0.1             Memory 0 1
## Aschenbrenner AJ  0.0400 [-0.1458;  0.2231]        0.1           Semantic 0 1
## Aschenbrenner AJ  0.1200 [-0.0662;  0.2981]        0.1             Memory 0 1
## Aschenbrenner AJ -0.1200 [-0.2981;  0.0662]        0.1           Semantic 0 1
## Aschenbrenner AJ -0.2100 [-0.3800; -0.0263]        0.1             Memory 0 1
## Aschenbrenner AJ  0.1200 [-0.0662;  0.2981]        0.1           Semantic 0 1
## Aschenbrenner AJ  0.1600 [-0.0255;  0.3348]        0.1             Memory 0 1
## Aschenbrenner AJ  0.0000 [-0.1847;  0.1847]        0.1           Semantic 1 0
## Aschenbrenner AJ  0.2200 [ 0.0368;  0.3889]        0.1             Memory 1 0
## Aschenbrenner AJ  0.0700 [-0.1162;  0.2515]        0.1           Semantic 1 0
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1             Memory 1 0
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1           Semantic 1 0
## Aschenbrenner AJ -0.4400 [-0.5778; -0.2779]        0.1             Memory 1 0
## Aschenbrenner AJ  0.1400 [-0.0459;  0.3165]        0.1           Semantic 1 0
## Aschenbrenner AJ  0.3300 [ 0.1547;  0.4852]        0.1             Memory 1 0
## Berenguer RG      0.3300 [ 0.0162;  0.5846]        0.1             Memory 1 0
## Berenguer RG      0.4240 [ 0.1252;  0.6523]        0.1             Memory 1 0
## Berenguer RG     -0.3490 [-0.5986; -0.0376]        0.1             Memory 1 0
## Berenguer RG     -0.3440 [-0.5949; -0.0320]        0.1             Memory 1 0
## Besson FL        -0.1208 [-0.3764;  0.1519]        0.1             Global 1 0
## Besson FL         0.0000 [-0.2678;  0.2678]        0.1             Global 1 0
## Besson FL        -0.0206 [-0.2867;  0.2486]        0.1             Memory 1 0
## Besson FL        -0.2016 [-0.4453;  0.0699]        0.1             Memory 1 0
## Besson FL        -0.1958 [-0.4405;  0.0759]        0.1 Executive function 1 0
## Besson FL        -0.2312 [-0.4699;  0.0390]        0.1   Processing speed 1 0
## Besson FL        -0.3633 [-0.5751; -0.1058]        0.1           Semantic 1 0
## Besson FL        -0.0307 [-0.2960;  0.2391]        0.1             Global 1 0
## Bilgel M         -0.0690 [-0.2403;  0.1065]        0.1             Memory 1 0
## Bilgel M         -0.0260 [-0.1993;  0.1489]        0.1             Memory 1 0
## Bilgel M         -0.0390 [-0.2118;  0.1361]        0.1             Memory 1 0
## Bilgel M          0.0180 [-0.1567;  0.1916]        0.1             Memory 1 0
## Bilgel M         -0.0120 [-0.1858;  0.1626]        0.1           Semantic 1 0
## Bilgel M          0.0270 [-0.1479;  0.2003]        0.1           Semantic 1 0
## Bilgel M          0.0010 [-0.1732;  0.1752]        0.1 Executive function 1 0
## Bilgel M          0.0110 [-0.1635;  0.1849]        0.1   Processing speed 1 0
## Bilgel M          0.0130 [-0.1616;  0.1868]        0.1   Processing speed 1 0
## Bilgel M         -0.0040 [-0.1781;  0.1703]        0.1 Executive function 1 0
## Bilgel M          0.0120 [-0.1626;  0.1858]        0.1       Visuospatial 1 0
## Casaletto KB     -0.1700 [-0.3313;  0.0009]        0.1             Memory 0 1
## Casaletto KB     -0.1400 [-0.3036;  0.0316]        0.1             Memory 0 1
## Casaletto KB     -0.0200 [-0.1902;  0.1514]        0.1             Memory 1 0
## Casaletto KB     -0.4300 [-0.5597; -0.2797]        0.1   Processing speed 0 1
## Casaletto KB     -0.2100 [-0.3677; -0.0406]        0.1   Processing speed 0 1
## Casaletto KB     -0.3100 [-0.4567; -0.1469]        0.1   Processing speed 0 1
## Casaletto KB     -0.1600 [-0.3221;  0.0112]        0.1   Processing speed 0 1
## Casaletto KB     -0.0300 [-0.1998;  0.1416]        0.1   Processing speed 1 0
## Chatterjee P     -0.1246 [-0.3133;  0.0736]        0.1             Global 1 0
## Cosentino SA      0.7784 [ 0.7405;  0.8114]        0.1             Global 1 0
## Cosentino SA      0.7338 [ 0.6896;  0.7725]        0.1             Global 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1             Global 1 0
## Cosentino SA      0.0100 [-0.0795;  0.0993]        0.1             Global 1 0
## Cosentino SA      0.0100 [-0.0795;  0.0993]        0.1             Memory 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1             Memory 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1             Memory 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1             Memory 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1             Memory 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1             Memory 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1             Memory 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1             Memory 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1           Semantic 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1           Semantic 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1           Semantic 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1           Semantic 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1           Semantic 1 0
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1           Semantic 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1           Semantic 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1           Semantic 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1       Visuospatial 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1       Visuospatial 1 0
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1       Visuospatial 1 0
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1       Visuospatial 1 0
## Donohue MC        0.1338 [ 0.0414;  0.2240]        0.1             Global 1 1
## Donohue MC        0.0430 [-0.0501;  0.1355]        0.1             Global 1 1
## Donohue MC        0.0765 [-0.0166;  0.1682]        0.1             Memory 1 1
## Donohue MC       -0.0572 [-0.1494;  0.0360]        0.1             Global 1 1
## Donohue MC        0.2500 [ 0.1608;  0.3352]        0.1             Global 1 1
## Donohue MC       -0.2300 [-0.3162; -0.1400]        0.1             Global 1 1
## Donohue MC        0.2400 [ 0.1504;  0.3257]        0.1             Memory 1 1
## Donohue MC        0.3789 [ 0.2964;  0.4558]        0.1             Global 1 1
## Donohue MC        0.3180 [ 0.2319;  0.3992]        0.1             Global 1 1
## Donohue MC        0.3243 [ 0.2385;  0.4050]        0.1             Global 1 1
## Donohue MC        0.2513 [ 0.1621;  0.3364]        0.1             Global 1 1
## Donohue MC        0.1949 [ 0.1038;  0.2827]        0.1             Memory 1 1
## Donohue MC        0.1565 [ 0.0645;  0.2459]        0.1             Memory 1 1
## Donohue MC        0.2953 [ 0.2080;  0.3779]        0.1             Global 1 1
## Donohue MC        0.2618 [ 0.1731;  0.3463]        0.1             Global 1 1
## Donohue MC        0.2698 [ 0.1814;  0.3539]        0.1             Global 1 1
## Donohue MC        0.1931 [ 0.1020;  0.2811]        0.1             Global 1 1
## Donohue MC        0.2183 [ 0.1279;  0.3050]        0.1             Memory 1 1
## Donohue MC        0.1716 [ 0.0799;  0.2604]        0.1             Memory 1 1
## Donohue MC        0.3895 [ 0.3076;  0.4656]        0.1             Global 1 1
## Donohue MC        0.3308 [ 0.2454;  0.4111]        0.1             Global 1 1
## Donohue MC        0.3308 [ 0.2454;  0.4111]        0.1             Global 1 1
## Donohue MC        0.1676 [ 0.0758;  0.2566]        0.1             Memory 1 1
## Donohue MC        0.2575 [ 0.1685;  0.3422]        0.1             Global 1 1
## Donohue MC        0.2083 [ 0.1176;  0.2955]        0.1             Memory 1 1
## Doraiswamy PM    -0.1578 [-0.3802;  0.0820]        0.1             Global 1 0
## Doraiswamy PM     0.2966 [ 0.0644;  0.4983]        0.1   Processing speed 1 0
## Doraiswamy PM     0.1405 [-0.0995;  0.3650]        0.1                 NA 1 0
## Doraiswamy PM     0.0941 [-0.1459;  0.3235]        0.1                 NA 1 0
## Doraiswamy PM     0.2335 [-0.0034;  0.4455]        0.1             Memory 1 0
## Doraiswamy PM     0.2532 [ 0.0176;  0.4622]        0.1             Memory 1 0
## Doraiswamy PM     0.2965 [ 0.0643;  0.4982]        0.1             Global 1 0
## Doraiswamy PM    -0.6293 [-0.7537; -0.4613]        0.1             Global 1 0
## Doraiswamy PM     0.8819 [ 0.8154;  0.9254]        0.1   Processing speed 1 0
## Doraiswamy PM     0.5881 [ 0.4082;  0.7240]        0.1           Semantic 1 0
## Doraiswamy PM     0.5161 [ 0.3183;  0.6708]        0.1           Semantic 1 0
## Doraiswamy PM     0.8284 [ 0.7361;  0.8905]        0.1             Memory 1 0
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1             Memory 1 0
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1             Global 1 0
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1             Global 1 0
## Dubois B          0.1214 [ 0.0115;  0.2283]        0.1             Global 1 0
## Dubois B          0.1078 [-0.0022;  0.2153]        0.1             Memory 1 0
## Dubois B          0.1106 [ 0.0006;  0.2179]        0.1             Memory 1 0
## Dubois B          0.0090 [-0.1010;  0.1189]        0.1             Memory 1 0
## Dubois B          0.0000 [-0.1100;  0.1100]        0.1   Processing speed 1 0
## Dubois B         -0.0636 [-0.1724;  0.0467]        0.1   Processing speed 1 0
## Dubois B          0.0007 [-0.1093;  0.1107]        0.1   Processing speed 1 0
## Dubois B          0.0871 [-0.0232;  0.1952]        0.1       Visuospatial 1 0
## Dubois B          0.0243 [-0.0859;  0.1339]        0.1             Memory 1 0
## Dubois B          0.0358 [-0.0745;  0.1452]        0.1             Memory 1 0
## Dubois B          0.5227 [ 0.4379;  0.5983]        0.1     Working memory 1 0
## Dubois B         -0.0731 [-0.1816;  0.0372]        0.1     Working memory 1 0
## Dubois B         -0.0054 [-0.1153;  0.1047]        0.1       Visuospatial 1 0
## Dubois B          0.0764 [-0.0339;  0.1848]        0.1       Visuospatial 1 0
## Dubois B          0.1305 [ 0.0208;  0.2371]        0.1 Executive function 1 0
## Dubois B         -0.6302 [-0.6922; -0.5590]        0.1   Processing speed 1 0
## Dubois B         -0.0582 [-0.1672;  0.0521]        0.1 Executive function 1 0
## Dubois B          0.0629 [-0.0474;  0.1717]        0.1           Semantic 1 0
## Dubois B         -0.0081 [-0.1179;  0.1020]        0.1           Semantic 1 0
## Duchek JM         0.2395 [ 0.1002;  0.3696]        0.1 Executive function 1 0
## Duchek JM         0.1608 [ 0.0185;  0.2967]        0.1 Executive function 1 0
## Duchek JM        -0.0093 [-0.1518;  0.1336]        0.1   Processing speed 1 0
## Duchek JM         0.0023 [-0.1404;  0.1450]        0.1   Processing speed 1 0
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1             Global 1 0
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1       Visuospatial 1 0
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1 Executive function 0 1
## Ecay-Torres M     0.0108 [-0.1165;  0.1378]        0.1 Executive function 0 1
## Farrell ME       -0.1213 [-0.2921;  0.0570]        0.1             Memory 1 0
## Farrell ME       -0.1080 [-0.2797;  0.0704]        0.1   Processing speed 1 0
## Farrell ME       -0.1085 [-0.2802;  0.0699]        0.1           Semantic 1 0
## Farrell ME       -0.0396 [-0.2151;  0.1384]        0.1     Working memory 1 0
## Farrell ME       -0.0926 [-0.2653;  0.0858]        0.1             Global 1 0
## Farrell ME       -0.0296 [-0.2056;  0.1482]        0.1             Memory 1 0
## Farrell ME       -0.0630 [-0.2374;  0.1153]        0.1   Processing speed 1 0
## Farrell ME       -0.0879 [-0.2609;  0.0905]        0.1           Semantic 1 0
## Farrell ME       -0.0877 [-0.2607;  0.0908]        0.1     Working memory 1 0
## Farrell ME       -0.0134 [-0.1900;  0.1640]        0.1             Global 1 0
## Franzmeier N      0.2613 [-0.0215;  0.5054]        0.1             Global 1 1
## Franzmeier N      0.1204 [-0.1665;  0.3884]        0.1             Memory 1 1
## Gangishetti U     0.1009 [-0.2021;  0.3862]        0.1             Global 1 1
## Haapalinna F     -0.2860 [-0.5087; -0.0275]        0.1             Memory 1 1
## Hamelin L         0.1673 [-0.3408;  0.5997]        0.1             Global 1 0
## Hamelin L         0.1396 [-0.3656;  0.5813]        0.1             Global 1 0
## Hamelin L         0.2169 [-0.2944;  0.6317]        0.1             Memory 1 0
## Hamelin L         0.2541 [-0.2580;  0.6548]        0.1             Memory 1 0
## Hamelin L         0.6003 [ 0.1682;  0.8389]        0.1             Memory 1 0
## Hamelin L        -0.0255 [-0.5000;  0.4608]        0.1             Memory 1 0
## Hamelin L        -0.3026 [-0.6838;  0.2083]        0.1           Semantic 1 0
## Hamelin L         0.2953 [-0.2160;  0.6795]        0.1           Semantic 1 0
## Hamelin L        -0.2889 [-0.6757;  0.2226]        0.1   Processing speed 1 0
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1       Visuospatial 1 0
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1     Working memory 1 0
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1           Semantic 1 0
## Zhao Y            0.1513 [ 0.0030;  0.2931]        0.1             Memory 1 0
## Zhao Y            0.0870 [-0.0622;  0.2323]        0.1             Memory 1 0
## Zhao Y            0.1866 [ 0.0393;  0.3259]        0.1             Memory 1 0
## Zhao Y            0.0768 [-0.0723;  0.2226]        0.1             Memory 1 0
## Zhao Y           -0.2070 [-0.3448; -0.0605]        0.1     Working memory 1 0
## Zhao Y            0.1463 [-0.0021;  0.2884]        0.1       Visuospatial 1 0
## Zhao Y           -0.0578 [-0.2043;  0.0914]        0.1           Semantic 1 0
## Zhao Y            0.1866 [ 0.0393;  0.3259]        0.1 Executive function 1 0
## Zhao Y           -0.2456 [-0.3801; -0.1009]        0.1   Processing speed 1 0
## Yaffe K          -0.0324 [-0.1085;  0.0442]        0.2             Global 1 0
## Yaffe K          -0.1113 [-0.1861; -0.0351]        0.2             Global 1 0
## Yaffe K           0.0199 [-0.0566;  0.0961]        0.2             Global 1 0
## Yaffe K          -0.0801 [-0.1555; -0.0037]        0.2             Global 1 0
## Meng Y           -0.0280 [-0.3579;  0.3081]        0.1             Global 1 0
## Meng Y            0.1420 [-0.2007;  0.4538]        0.1             Global 1 0
## Meng Y            0.1210 [-0.2212;  0.4366]        0.1             Global 1 0
## Meng Y            0.1240 [-0.2183;  0.4391]        0.1             Global 1 0
## Meng Y            0.1440 [-0.1988;  0.4554]        0.1             Global 1 0
## Meng Y            0.1320 [-0.2105;  0.4456]        0.1             Global 1 0
## Meng Y            0.1140 [-0.2279;  0.4309]        0.1             Global 1 0
## Meng Y            0.1200 [-0.2221;  0.4358]        0.1             Global 1 0
## Meng Y            0.0950 [-0.2460;  0.4151]        0.1             Global 1 0
## Meng Y            0.1340 [-0.2086;  0.4473]        0.1             Global 1 0
## Meng Y            0.0770 [-0.2630;  0.4000]        0.1             Global 1 0
## Meng Y            0.1000 [-0.2413;  0.4193]        0.1             Global 1 0
## Meng Y           -0.1250 [-0.4399;  0.2173]        0.1             Global 1 0
## Meng Y           -0.1200 [-0.4358;  0.2221]        0.1             Global 1 0
## Meng Y           -0.1390 [-0.4513;  0.2037]        0.1             Global 1 0
## Meng Y           -0.1320 [-0.4456;  0.2105]        0.1             Global 1 0
## Meng Y           -0.1760 [-0.4810;  0.1670]        0.1             Global 1 0
## Meng Y           -0.1320 [-0.4456;  0.2105]        0.1             Global 1 0
## Merrill DA        0.2700 [ 0.0458;  0.4683]        0.1       Visuospatial 1 0
## Mielke MM        -0.0522 [-0.2323;  0.1314]        0.1           Semantic 1 1
## Mielke MM         0.0058 [-0.1775;  0.1887]        0.1             Memory 1 1
## Mielke MM         0.0117 [-0.1718;  0.1944]        0.1             Global 1 1
## Mielke MM        -0.0117 [-0.1952;  0.1726]        0.1 Executive function 1 1
## Mielke MM         0.0759 [-0.1096;  0.2562]        0.1       Visuospatial 1 1
## Mielke MM        -0.0350 [-0.1238;  0.0544]        0.1             Global 1 0
## Mielke MM        -0.0477 [-0.1364;  0.0417]        0.1             Memory 1 0
## Mielke MM        -0.0897 [-0.1775; -0.0004]        0.1             Global 1 0
## Mielke MM        -0.0510 [-0.1396;  0.0384]        0.1             Memory 1 0
## Mielke MM        -0.0679 [-0.1562;  0.0214]        0.1           Semantic 1 0
## Mielke MM        -0.0859 [-0.1738;  0.0033]        0.1 Executive function 1 0
## Mok VC            0.1400 [-0.0898;  0.3557]        0.1             Global 1 0
## Molinuevo JL      0.1725 [-0.1558;  0.4665]        0.1             Global 1 1
## Molinuevo JL      0.0923 [-0.2343;  0.4002]        0.1             Global 1 1
## Molinuevo JL      0.0118 [-0.3090;  0.3302]        0.1             Memory 1 1
## Molinuevo JL      0.0151 [-0.3060;  0.3332]        0.1             Memory 1 1
## Molinuevo JL      0.1158 [-0.2117;  0.4199]        0.1             Memory 1 1
## Molinuevo JL     -0.1839 [-0.4756;  0.1443]        0.1             Memory 1 1
## Molinuevo JL      0.2265 [-0.1005;  0.5093]        0.1             Memory 1 1
## Molinuevo JL      0.2479 [-0.0780;  0.5259]        0.1             Memory 1 1
## Molinuevo JL      0.1029 [-0.2242;  0.4091]        0.1           Semantic 1 1
## Molinuevo JL     -0.1079 [-0.4133;  0.2193]        0.1   Processing speed 1 1
## Molinuevo JL     -0.1632 [-0.4589;  0.1651]        0.1 Executive function 1 1
## Moon YS          -0.2500 [-0.4089; -0.0763]        0.1             Global 1 0
## Moon YS           0.9924 [ 0.9892;  0.9947]        0.1             Global 1 0
## Mueller SG        0.1524 [-0.1286;  0.4107]        0.1             Global 1 0
## Mueller SG       -0.0907 [-0.3573;  0.1897]        0.1             Memory 1 0
## Mueller SG        0.0621 [-0.2172;  0.3320]        0.1             Memory 1 0
## Mueller SG        0.0657 [-0.2137;  0.3352]        0.1             Memory 1 0
## Nakamura A       -0.0624 [-0.3746;  0.2625]        0.1             Global 1 0
## Nakamura A        0.0245 [-0.2975;  0.3415]        0.1             Global 1 0
## Nakamura A       -0.0290 [-0.3455;  0.2934]        0.1             Memory 1 0
## Nakamura A        0.0007 [-0.3190;  0.3203]        0.1             Memory 1 0
## Nebes RD          0.1295 [-0.1070;  0.3522]        0.1             Memory 1 0
## Nebes RD          0.0543 [-0.1813;  0.2840]        0.1             Memory 1 0
## Nebes RD         -0.0633 [-0.2923;  0.1726]        0.1             Memory 1 0
## Nebes RD          0.0000 [-0.2333;  0.2333]        0.1             Memory 1 0
## Nebes RD          0.0623 [-0.1735;  0.2914]        0.1       Visuospatial 1 0
## Nebes RD          0.0129 [-0.2211;  0.2454]        0.1             Memory 1 0
## Nebes RD         -0.0831 [-0.3104;  0.1532]        0.1             Memory 1 0
## Nebes RD          0.0380 [-0.1971;  0.2689]        0.1       Visuospatial 1 0
## Nebes RD         -0.0193 [-0.2515;  0.2149]        0.1           Semantic 1 0
## Nebes RD          0.0836 [-0.1527;  0.3108]        0.1 Executive function 1 0
## Nebes RD          0.0779 [-0.1583;  0.3056]        0.1           Semantic 1 0
## Nebes RD         -0.0885 [-0.3153;  0.1479]        0.1   Processing speed 1 0
## Nebes RD         -0.0627 [-0.2917;  0.1732]        0.1 Executive function 1 0
## Nebes RD          0.2423 [ 0.0096;  0.4502]        0.1             Memory 1 0
## Nebes RD          0.1103 [-0.1263;  0.3350]        0.1     Working memory 1 0
## Nebes RD          0.0692 [-0.1668;  0.2977]        0.1     Working memory 1 0
## Nebes RD          0.2857 [ 0.0562;  0.4866]        0.1   Processing speed 1 0
## Nebes RD          0.2452 [ 0.0126;  0.4526]        0.1   Processing speed 1 0
## Nebes RD          0.2793 [ 0.0492;  0.4812]        0.1 Executive function 1 0
## Okereke OI        0.0000 [-0.0894;  0.0894]        0.1             Global 1 0
## Ossenkoppele R    0.0572 [-0.1632;  0.2722]        0.1             Global 1 0
## Ossenkoppele R    0.1000 [-0.1210;  0.3115]        0.1             Memory 1 0
## Ossenkoppele R   -0.3000 [-0.4865; -0.0874]        0.1             Memory 1 0
## Ossenkoppele R   -0.0700 [-0.2840;  0.1507]        0.1     Working memory 1 0
## Ossenkoppele R    0.0100 [-0.2088;  0.2279]        0.1           Semantic 1 0
## Ossenkoppele R    0.0400 [-0.1799;  0.2561]        0.1 Executive function 1 0
## Ossenkoppele R   -0.2292 [-0.4262; -0.0115]        0.1             Global 1 0
## Ossenkoppele R    0.0667 [-0.1539;  0.2810]        0.1             Memory 1 0
## Ossenkoppele R   -0.2496 [-0.4438; -0.0331]        0.1             Memory 1 0
## Ossenkoppele R   -0.0254 [-0.2424;  0.1941]        0.1     Working memory 1 0
## Ossenkoppele R    0.0496 [-0.1706;  0.2651]        0.1           Semantic 1 0
## Ossenkoppele R   -0.0435 [-0.2594;  0.1766]        0.1 Executive function 1 0
## Palmqvist S      -0.3200 [-0.4734; -0.1478]        0.1             Global 1 1
## Palmqvist S      -0.2800 [-0.4386; -0.1045]        0.1             Memory 1 1
## Hammers DB        0.5691 [ 0.2413;  0.7804]        0.1             Memory 1 0
## Hammers DB        0.1408 [-0.2528;  0.4943]        0.1       Visuospatial 1 0
## Hammers DB        0.3488 [-0.0360;  0.6435]        0.1           Semantic 1 0
## Hammers DB        0.3173 [-0.0713;  0.6223]        0.1 Executive function 1 0
## Hammers DB        0.6562 [ 0.3679;  0.8294]        0.1             Memory 1 0
## Hammers DB        0.4781 [ 0.1199;  0.7262]        0.1             Global 1 0
## Hammers DB        0.6557 [ 0.3672;  0.8291]        0.1             Memory 1 0
## Hammers DB        0.3000 [-0.0903;  0.6104]        0.1       Visuospatial 1 0
## Hammers DB        0.5000 [ 0.1481;  0.7395]        0.1           Semantic 1 0
## Hammers DB        0.3606 [-0.0225;  0.6513]        0.1 Executive function 1 0
## Hammers DB        0.7937 [ 0.5924;  0.9017]        0.1             Memory 1 0
## Hammers DB        0.6245 [ 0.3206;  0.8118]        0.1             Global 1 0
## Hammers DB        0.6904 [ 0.4208;  0.8479]        0.1             Memory 1 0
## Hammers DB        0.3301 [-0.0570;  0.6310]        0.1       Visuospatial 1 0
## Hammers DB        0.4214 [ 0.0493;  0.6908]        0.1           Semantic 1 0
## Hammers DB        0.4101 [ 0.0357;  0.6836]        0.1 Executive function 1 0
## Hammers DB        0.7335 [ 0.4901;  0.8708]        0.1             Memory 1 0
## Hammers DB        0.7288 [ 0.4823;  0.8683]        0.1             Global 1 0
## Hanseeuw BJ       0.1777 [ 0.0612;  0.2895]        0.1             Global 1 0
## Hanseeuw BJ      -0.0411 [-0.1582;  0.0771]        0.1             Memory 1 0
## Harrington KD     0.0829 [-0.0053;  0.1699]        0.1             Global 1 0
## Harrington KD    -0.0573 [-0.1447;  0.0311]        0.1             Memory 1 0
## Harrington KD    -0.0326 [-0.1205;  0.0558]        0.1 Executive function 1 0
## Harrington KD    -0.0127 [-0.1008;  0.0756]        0.1   Processing speed 1 0
## Harrington KD    -0.0362 [-0.1241;  0.0522]        0.1             Memory 1 0
## Harrington MG     0.2632 [-0.0294;  0.5142]        0.1 Executive function 1 1
## Harrington MG     0.1249 [-0.1717;  0.4006]        0.1   Processing speed 1 1
## Harrington MG     0.2235 [-0.0715;  0.4825]        0.1           Semantic 1 1
## Harrington MG     0.1928 [-0.1032;  0.4575]        0.1       Visuospatial 1 1
## Harrington MG     0.4045 [ 0.1294;  0.6218]        0.1 Executive function 1 1
## Harrington MG     0.3667 [ 0.0855;  0.5938]        0.1 Executive function 1 1
## Harrington MG     0.1598 [-0.1368;  0.4302]        0.1 Executive function 1 1
## Harrington MG    -0.0921 [-0.3724;  0.2037]        0.1             Memory 1 1
## Harrington MG    -0.2115 [-0.4727;  0.0840]        0.1             Memory 1 1
## Harrington MG     0.1045 [-0.1916;  0.3832]        0.1             Memory 1 1
## Harrington MG     0.2286 [-0.0660;  0.4866]        0.1 Executive function 1 1
## Harrington MG     0.2305 [-0.0641;  0.4882]        0.1 Executive function 1 1
## Harrington MG     0.4517 [ 0.1858;  0.6560]        0.1 Executive function 1 1
## Jacobs HIL        0.0760 [-0.0471;  0.1967]        0.1             Global 1 1
## Jacobs HIL       -0.0012 [-0.1237;  0.1215]        0.1             Memory 1 1
## Tolboom          -0.7500 [-0.9206; -0.3392]        0.1             Global 1 0
## Tolboom          -0.3900 [-0.7745;  0.2050]        0.1             Global 1 0
## Schott JM         0.0940 [-0.0995;  0.2806]        0.1             Global 1 0
## Schott JM         0.1724 [-0.0199;  0.3524]        0.1             Global 1 0
## Schott JM        -0.0303 [-0.2207;  0.1623]        0.1             Memory 1 0
## Schott JM        -0.0896 [-0.2766;  0.1038]        0.1           Semantic 1 0
## Schott JM         0.0165 [-0.1757;  0.2075]        0.1           Semantic 1 0
## Schott JM         0.1260 [-0.0673;  0.3102]        0.1   Processing speed 1 0
## Schott JM         0.2817 [ 0.0952;  0.4491]        0.1 Executive function 1 0
## 
## Number of studies combined: k = 785
## 
##                         COR            95%-CI    t  p-value
## Random effects model 0.0393 [ 0.0203; 0.0583] 4.06 < 0.0001
## Prediction interval         [-0.4291; 0.4911]              
## 
## Quantifying heterogeneity:
##  tau^2 = 0.0643 [0.0530; 0.0682]; tau = 0.2536 [0.2302; 0.2612]
##  I^2 = 88.7% [88.0%; 89.3%]; H = 2.97 [2.89; 3.05]
## 
## Test of heterogeneity:
##        Q d.f. p-value
##  6923.09  784       0
## 
## Results for subgroups (random effects model):
##                                  k     COR             95%-CI   tau^2    tau
## byvar = Working memory 1 0      29  0.0205 [-0.0702;  0.1109]  0.0464 0.2153
## byvar = Semantic 1 0            60  0.0301 [-0.0155;  0.0756]  0.0246 0.1569
## byvar = Memory 1 0             168  0.0465 [ 0.0006;  0.0923]  0.0804 0.2836
## byvar = Memory 1 1              42  0.0626 [-0.0256;  0.1498]  0.0720 0.2684
## byvar = Global 1 0             130  0.0897 [ 0.0152;  0.1632]  0.1717 0.4144
## byvar = Executive function 1 0  48  0.0373 [-0.0232;  0.0975]  0.0342 0.1849
## byvar = Visuospatial 1 0        27  0.0500 [-0.0092;  0.1087]  0.0165 0.1286
## byvar = Processing speed 1 0    62  0.0155 [-0.0537;  0.0846]  0.0632 0.2514
## byvar = Global 0 1              35 -0.0436 [-0.1033;  0.0165]  0.0250 0.1582
## byvar = Global 1 1              52  0.0857 [ 0.0283;  0.1424]  0.0351 0.1872
## byvar = Processing speed 1 1     9  0.0593 [-0.0878;  0.2039]  0.0294 0.1715
## byvar = Memory 0 1              32 -0.0531 [-0.0848; -0.0212]  0.0039 0.0627
## byvar = Working memory 0 1       6  0.0154 [-0.0836;  0.1140]  0.0051 0.0714
## byvar = Executive function 0 1  15  0.0223 [-0.0044;  0.0491]  0.0007 0.0261
## byvar = Processing speed 0 1    14 -0.0933 [-0.1876;  0.0026]  0.0183 0.1352
## byvar = Semantic 0 1            13 -0.0203 [-0.0543;  0.0138]  0.0011 0.0329
## byvar = Working memory 1 1       5 -0.0777 [-0.1707;  0.0168]  0.0030 0.0544
## byvar = Executive function 1 1  18  0.0622 [-0.0323;  0.1557]  0.0283 0.1682
## byvar = Semantic 1 1            11  0.0367 [-0.0419;  0.1149]  0.0088 0.0939
## byvar = Visuospatial 0 1         2 -0.0570 [-0.1328;  0.0194] <0.0001 0.0003
## byvar = Visuospatial 1 1         3  0.0586 [-0.1509;  0.2631]  0.0030 0.0546
## byvar = NA 1 0                   4  0.0684 [-0.1922;  0.3201]  0.0153 0.1236
##                                      Q   I^2
## byvar = Working memory 1 0      260.91 89.3%
## byvar = Semantic 1 0            116.47 49.3%
## byvar = Memory 1 0             1541.06 89.2%
## byvar = Memory 1 1              300.89 86.4%
## byvar = Global 1 0             2687.36 95.2%
## byvar = Executive function 1 0  261.14 82.0%
## byvar = Visuospatial 1 0         43.09 39.7%
## byvar = Processing speed 1 0    442.71 86.2%
## byvar = Global 0 1              102.52 66.8%
## byvar = Global 1 1              534.58 90.5%
## byvar = Processing speed 1 1     46.58 82.8%
## byvar = Memory 0 1               30.25  0.0%
## byvar = Working memory 0 1        6.67 25.0%
## byvar = Executive function 0 1    5.39  0.0%
## byvar = Processing speed 0 1     38.98 66.7%
## byvar = Semantic 0 1              5.43  0.0%
## byvar = Working memory 1 1        5.00 20.0%
## byvar = Executive function 1 1   43.09 60.6%
## byvar = Semantic 1 1             20.30 50.7%
## byvar = Visuospatial 0 1          0.00  0.0%
## byvar = Visuospatial 1 1          1.41  0.0%
## byvar = NA 1 0                    4.00 25.0%
## 
## Test for subgroup differences (random effects model):
##                       Q d.f.  p-value
## Between groups   121.88   21 < 0.0001
## 
## Details on meta-analytical method:
## - Inverse variance method
## - Sidik-Jonkman estimator for tau^2
## - Q-profile method for confidence interval of tau^2 and tau
## - Hartung-Knapp adjustment for random effects model
## - Fisher's z transformation of correlations

##Grouping by cognitive domain, author, amyloid, tau

second <- metacor(all_r, #column with r values 
                  #pooled_se, #this tells R to use the seTE column to retrieve the standard error for each study
                  data = data,
                  n = total_nc, #sample sizes
                  studlab = paste(author),# labels for each study 
                  comb.fixed = FALSE, #Whether to use a fixed-effects model
                  comb.random = TRUE, #Whether to use a random-effects model
                  method.tau = "SJ", #Which estimator to use for the between-study variance
                  hakn = TRUE, #Which estimator to use for the between-study variance
                  prediction = TRUE, #Whether to print a prediction interval for the effect of future studies based on present evidence
                  sm = "ZCOR", #The summary measure we want to calculate- fisher z
                 byvar = paste(type_cognitive, author, amyloid, tau), #grouping variable
                 print.byvar = gs("print.byvar")) #print grouping variable 
## Warning in metagen(TE.random.w, seTE.random.w, method.tau = "DL"): Zero values
## in seTE replaced by NAs.
## Warning in rma.uni(yi = TE, sei = seTE, method = method.tau, control = control):
## Ratio of largest to smallest sampling variance extremely large. May not be able
## to obtain stable results.
## Warning in rma.uni(yi = TE, sei = seTE, weights = 1/seTE, method = "GENQ", :
## Ratio of largest to smallest sampling variance extremely large. May not be able
## to obtain stable results.
second
##                      COR             95%-CI %W(random)
## Rolstad           0.3950 [ 0.1568;  0.5897]        0.1
## Rolstad           0.4254 [ 0.1923;  0.6131]        0.1
## Gu                0.0483 [-0.0205;  0.1167]        0.2
## Gu                0.0609 [-0.0079;  0.1291]        0.2
## Gu                0.0285 [-0.0403;  0.0971]        0.2
## Gu                0.0671 [-0.0017;  0.1352]        0.2
## Horn MM           0.9585 [ 0.9452;  0.9685]        0.1
## Hoscheidt SM      0.0964 [-0.1417;  0.3241]        0.1
## Hosokawa C        0.7628 [ 0.6600;  0.8376]        0.1
## Adamczuk K        0.2272 [-0.0380;  0.4625]        0.1
## Adamczuk K        0.2151 [-0.0507;  0.4524]        0.1
## Adamczuk K        0.0390 [-0.2262;  0.2988]        0.1
## Adamczuk K        0.0364 [-0.2287;  0.2965]        0.1
## Adamczuk K        0.1659 [-0.1014;  0.4109]        0.1
## Adamczuk K        0.1696 [-0.0977;  0.4140]        0.1
## Adamczuk K        0.2085 [-0.0576;  0.4469]        0.1
## Adamczuk K       -0.0347 [-0.2949;  0.2303]        0.1
## Adamczuk K       -0.0834 [-0.3389;  0.1835]        0.1
## Adamczuk K       -0.3183 [-0.5363; -0.0605]        0.1
## Adamczuk K        0.3182 [ 0.0603;  0.5362]        0.1
## Adamczuk K        0.2272 [-0.0380;  0.4625]        0.1
## Adamczuk K        0.2151 [-0.0507;  0.4524]        0.1
## Adamczuk K        0.0390 [-0.2262;  0.2988]        0.1
## Adamczuk K        0.0364 [-0.2287;  0.2965]        0.1
## Adamczuk K        0.1659 [-0.1014;  0.4109]        0.1
## Adamczuk K        0.1696 [-0.0977;  0.4140]        0.1
## Adamczuk K        0.2085 [-0.0576;  0.4469]        0.1
## Adamczuk K       -0.0347 [-0.2949;  0.2303]        0.1
## Adamczuk K       -0.0834 [-0.3389;  0.1835]        0.1
## Adamczuk K       -0.3183 [-0.5363; -0.0605]        0.1
## Adamczuk K        0.3182 [ 0.0603;  0.5362]        0.1
## Aizenstein HJ    -0.1215 [-0.4247;  0.2062]        0.1
## Aizenstein HJ    -0.1434 [-0.4903;  0.2427]        0.1
## Aizenstein HJ    -0.1215 [-0.4247;  0.2062]        0.1
## Aizenstein HJ    -0.1434 [-0.4903;  0.2427]        0.1
## Aizenstein HJ    -0.2115 [-0.4975;  0.1161]        0.1
## Aizenstein HJ    -0.0216 [-0.3572;  0.3189]        0.1
## Aizenstein HJ    -0.0599 [-0.3902;  0.2840]        0.1
## Aizenstein HJ     0.0089 [-0.3302;  0.3461]        0.1
## Aizenstein HJ    -0.0096 [-0.3283;  0.3110]        0.1
## Aizenstein HJ     0.2341 [-0.0925;  0.5152]        0.1
## Aizenstein HJ    -0.7673 [-0.8777; -0.5795]        0.1
## Aizenstein HJ    -0.1677 [-0.4625;  0.1606]        0.1
## Aizenstein HJ     0.4327 [ 0.1311;  0.6609]        0.1
## Aizenstein HJ    -0.4335 [-0.6615; -0.1321]        0.1
## Aizenstein HJ     0.1998 [-0.1281;  0.4883]        0.1
## Aizenstein HJ    -0.5539 [-0.7422; -0.2846]        0.1
## Aizenstein HJ    -0.4126 [-0.6469; -0.1070]        0.1
## Aizenstein HJ     0.0339 [-0.2889;  0.3498]        0.1
## Aizenstein HJ    -0.0997 [-0.4065;  0.2272]        0.1
## Aizenstein HJ    -0.1292 [-0.4311;  0.1987]        0.1
## Pomara N         -0.3500 [-0.6153; -0.0134]        0.1
## Pomara N          0.4100 [ 0.0834;  0.6571]        0.1
## Radanovic M      -0.2060 [-0.4490;  0.0654]        0.1
## Radanovic M       0.2070 [-0.0643;  0.4498]        0.1
## Radanovic M       0.2110 [-0.0602;  0.4532]        0.1
## Radanovic M      -0.2840 [-0.5128; -0.0176]        0.1
## Rentz DM         -0.0902 [-0.2565;  0.0812]        0.1
## Rentz DM         -0.1508 [-0.3130;  0.0199]        0.1
## Rentz DM         -0.0228 [-0.1923;  0.1480]        0.1
## Rentz DM         -0.1184 [-0.2829;  0.0529]        0.1
## Rentz DM         -0.0288 [-0.1980;  0.1421]        0.1
## Rentz DM          0.0838 [-0.0877;  0.2504]        0.1
## Rentz DM         -0.0546 [-0.2228;  0.1167]        0.1
## Rentz DM          0.1462 [-0.0247;  0.3087]        0.1
## Resnick SM       -0.1387 [-0.3990;  0.1423]        0.1
## Resnick SM        0.1646 [-0.1163;  0.4211]        0.1
## Resnick SM       -0.2056 [-0.4553;  0.0742]        0.1
## Resnick SM       -0.1582 [-0.4157;  0.1227]        0.1
## Roberts RO        0.0368 [-0.0140;  0.0873]        0.2
## Roberts RO        0.0386 [-0.0122;  0.0892]        0.2
## Roberts RO        0.2466 [ 0.1983;  0.2937]        0.2
## Roberts RO        0.1639 [ 0.1141;  0.2128]        0.2
## Roe CM            0.0549 [-0.0399;  0.1487]        0.1
## Roe CM            0.0979 [ 0.0033;  0.1907]        0.1
## Roe CM            0.0926 [-0.0019;  0.1856]        0.1
## Roe CM            0.0678 [-0.0269;  0.1614]        0.1
## Roe CM            0.0405 [-0.0543;  0.1345]        0.1
## Rosenberg PB     -0.1500 [-0.6150;  0.3924]        0.1
## Rosenberg PB      0.1800 [-0.3660;  0.6338]        0.1
## Rosenberg PB     -0.1900 [-0.6400;  0.3570]        0.1
## Rosenberg PB      0.5200 [ 0.0105;  0.8151]        0.1
## Schindler SE     -0.0450 [-0.1725;  0.0840]        0.1
## Schindler SE      0.1540 [ 0.0260;  0.2770]        0.1
## Schindler SE      0.0280 [-0.1009;  0.1560]        0.1
## Schindler SE      0.0620 [-0.0671;  0.1890]        0.1
## Schindler SE      0.2320 [ 0.1067;  0.3501]        0.1
## Schindler SE      0.0890 [-0.0400;  0.2151]        0.1
## Schindler SE      0.0090 [-0.1197;  0.1374]        0.1
## Schindler SE      0.1900 [ 0.0630;  0.3109]        0.1
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1
## Schindler SE     -0.0280 [-0.1560;  0.1009]        0.1
## Schindler SE     -0.0840 [-0.2103;  0.0450]        0.1
## Schindler SE     -0.1690 [-0.2912; -0.0414]        0.1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1
## Schindler SE     -0.0820 [-0.2083;  0.0470]        0.1
## Schindler SE     -0.0400 [-0.1677;  0.0890]        0.1
## Schindler SE      0.0340 [-0.0949;  0.1618]        0.1
## Schindler SE      0.1170 [-0.0117;  0.2419]        0.1
## Schindler SE      0.0350 [-0.0939;  0.1628]        0.1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1
## Schindler SE     -0.0930 [-0.2189;  0.0360]        0.1
## Schindler SE     -0.1160 [-0.2409;  0.0127]        0.1
## Schindler SE     -0.0200 [-0.1481;  0.1088]        0.1
## Schindler SE      0.1170 [-0.0117;  0.2419]        0.1
## Schindler SE      0.0150 [-0.1137;  0.1432]        0.1
## Schindler SE      0.0470 [-0.0820;  0.1745]        0.1
## Schindler SE      0.0980 [-0.0309;  0.2237]        0.1
## Schindler SE     -0.0110 [-0.1393;  0.1177]        0.1
## Schindler SE     -0.0820 [-0.2083;  0.0470]        0.1
## Schindler SE     -0.2320 [-0.3501; -0.1067]        0.1
## Schindler SE     -0.1850 [-0.3062; -0.0579]        0.1
## Schindler SE     -0.0860 [-0.2122;  0.0430]        0.1
## Schindler SE     -0.1620 [-0.2846; -0.0342]        0.1
## Schindler SE     -0.1320 [-0.2562; -0.0035]        0.1
## Schindler SE     -0.0360 [-0.1638;  0.0930]        0.1
## Schindler SE     -0.0350 [-0.1628;  0.0939]        0.1
## Schindler SE      0.0330 [-0.0959;  0.1608]        0.1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1
## Schindler SE     -0.2290 [-0.3473; -0.1035]        0.1
## Schindler SE     -0.1300 [-0.2543; -0.0015]        0.1
## Schindler SE     -0.0770 [-0.2035;  0.0520]        0.1
## Schindler SE     -0.0290 [-0.1569;  0.0999]        0.1
## Schindler SE     -0.0620 [-0.1890;  0.0671]        0.1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1
## Schindler SE     -0.0460 [-0.1735;  0.0830]        0.1
## Schindler SE      0.0100 [-0.1187;  0.1383]        0.1
## Schindler SE     -0.0570 [-0.1842;  0.0720]        0.1
## Schindler SE      0.0470 [-0.0820;  0.1745]        0.1
## Schindler SE      0.0140 [-0.1147;  0.1423]        0.1
## Schindler SE      0.0090 [-0.1197;  0.1374]        0.1
## Schindler SE      0.0240 [-0.1048;  0.1521]        0.1
## Schindler SE      0.0140 [-0.1147;  0.1423]        0.1
## Schindler SE      0.0230 [-0.1058;  0.1511]        0.1
## Schindler SE      0.0210 [-0.1078;  0.1491]        0.1
## Schindler SE     -0.0150 [-0.1432;  0.1137]        0.1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1
## Schindler SE     -0.0320 [-0.1599;  0.0969]        0.1
## Schindler SE     -0.0230 [-0.1511;  0.1058]        0.1
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1
## Schindler SE     -0.0070 [-0.1354;  0.1216]        0.1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1
## Schindler SE     -0.0100 [-0.1383;  0.1187]        0.1
## Schindler SE     -0.0060 [-0.1344;  0.1226]        0.1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1
## Schindler SE     -0.0330 [-0.1608;  0.0959]        0.1
## Schindler SE     -0.0080 [-0.1364;  0.1206]        0.1
## Schindler SE     -0.0110 [-0.1393;  0.1177]        0.1
## Schindler SE     -0.0050 [-0.1334;  0.1236]        0.1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1
## Schindler SE     -0.0250 [-0.1530;  0.1039]        0.1
## Schindler SE     -0.0180 [-0.1462;  0.1108]        0.1
## Schindler SE     -0.0730 [-0.1996;  0.0560]        0.1
## Schindler SE     -0.0280 [-0.1560;  0.1009]        0.1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1
## Schindler SE     -0.0300 [-0.1579;  0.0989]        0.1
## Schindler SE     -0.0260 [-0.1540;  0.1029]        0.1
## Schindler SE     -0.0240 [-0.1521;  0.1048]        0.1
## Schindler SE     -0.0220 [-0.1501;  0.1068]        0.1
## Schindler SE     -0.0210 [-0.1491;  0.1078]        0.1
## Schindler SE     -0.0030 [-0.1315;  0.1256]        0.1
## Schindler SE     -0.0640 [-0.1910;  0.0651]        0.1
## Schindler SE     -0.0320 [-0.1599;  0.0969]        0.1
## Schindler SE     -0.0130 [-0.1413;  0.1157]        0.1
## Schindler SE     -0.0350 [-0.1628;  0.0939]        0.1
## Schindler SE     -0.0190 [-0.1472;  0.1098]        0.1
## Schindler SE     -0.0170 [-0.1452;  0.1118]        0.1
## Schindler SE     -0.0220 [-0.1501;  0.1068]        0.1
## Schindler SE     -0.0240 [-0.1521;  0.1048]        0.1
## Schindler SE     -0.0040 [-0.1325;  0.1246]        0.1
## Schindler SE     -0.1491 [-0.2727; -0.0207]        0.1
## Schindler SE      0.0746 [-0.0547;  0.2015]        0.1
## Schindler SE      0.1676 [ 0.0399;  0.2899]        0.1
## Schindler SE      0.0000 [-0.1285;  0.1285]        0.1
## Sala-Llonch R    -0.1779 [-0.3724;  0.0315]        0.1
## Sala-Llonch R    -0.0414 [-0.2475;  0.1683]        0.1
## Sala-Llonch R    -0.0635 [-0.2683;  0.1467]        0.1
## Sala-Llonch R     0.0050 [-0.2034;  0.2131]        0.1
## Sala-Llonch R     0.1443 [-0.0660;  0.3423]        0.1
## Sala-Llonch R    -0.0467 [-0.2525;  0.1631]        0.1
## Sala-Llonch R     0.1102 [-0.1003;  0.3113]        0.1
## Sierra-Rio A      0.0475 [-0.2206;  0.3089]        0.1
## Song Z            0.0848 [-0.1347;  0.2964]        0.1
## Song Z            0.1288 [-0.0908;  0.3364]        0.1
## Song Z            0.2828 [ 0.0701;  0.4709]        0.1
## Song Z            0.1810 [-0.0374;  0.3830]        0.1
## Song Z            0.1367 [-0.0828;  0.3435]        0.1
## Song Z            0.1225 [-0.0971;  0.3307]        0.1
## Song Z            0.0000 [-0.2170;  0.2170]        0.1
## Song Z           -0.1091 [-0.3186;  0.1105]        0.1
## Song Z            0.0700 [-0.2125;  0.3417]        0.1
## Song Z            0.0100 [-0.2691;  0.2875]        0.1
## Song Z           -0.1200 [-0.3855;  0.1638]        0.1
## Song Z           -0.0100 [-0.2875;  0.2691]        0.1
## Song Z           -0.1200 [-0.3855;  0.1638]        0.1
## Song Z            0.0800 [-0.2029;  0.3505]        0.1
## Song Z            0.2200 [-0.0622;  0.4696]        0.1
## Song Z            0.0700 [-0.2125;  0.3417]        0.1
## Song Z            0.0800 [-0.2029;  0.3505]        0.1
## Song Z           -0.1700 [-0.4281;  0.1137]        0.1
## Song Z           -0.0200 [-0.2967;  0.2598]        0.1
## Song Z            0.2400 [-0.0411;  0.4859]        0.1
## Song Z            0.3300 [ 0.0569;  0.5572]        0.1
## Song Z            0.2600 [-0.0198;  0.5020]        0.1
## Song Z           -0.0700 [-0.3417;  0.2125]        0.1
## Song Z           -0.1300 [-0.3941;  0.1539]        0.1
## Song Z            0.0200 [-0.2598;  0.2967]        0.1
## Song Z            0.0300 [-0.2504;  0.3058]        0.1
## Song Z           -0.0200 [-0.2967;  0.2598]        0.1
## Song Z            0.2300 [-0.0517;  0.4778]        0.1
## Stomrud E         0.1590 [-0.1740;  0.4594]        0.1
## Stomrud E         0.1770 [-0.1560;  0.4738]        0.1
## Stomrud E         0.1540 [-0.1789;  0.4553]        0.1
## Stomrud E        -0.0650 [-0.3810;  0.2646]        0.1
## Stomrud E        -0.0780 [-0.3921;  0.2524]        0.1
## Stomrud E        -0.1280 [-0.4340;  0.2045]        0.1
## Stomrud E        -0.1340 [-0.4390;  0.1986]        0.1
## Stomrud E        -0.0820 [-0.3955;  0.2486]        0.1
## Stomrud E        -0.0940 [-0.4057;  0.2372]        0.1
## Stomrud E        -0.4370 [-0.6666; -0.1316]        0.1
## Stomrud E         0.0030 [-0.3213;  0.3267]        0.1
## Stomrud E        -0.0340 [-0.3541;  0.2932]        0.1
## Stomrud E        -0.1600 [-0.4602;  0.1730]        0.1
## Stomrud E         0.0370 [-0.2905;  0.3567]        0.1
## Stomrud E        -0.0340 [-0.3541;  0.2932]        0.1
## Stomrud E        -0.3300 [-0.5908; -0.0067]        0.1
## Stomrud E         0.1890 [-0.1438;  0.4834]        0.1
## Stomrud E        -0.3850 [-0.6304; -0.0697]        0.1
## Stomrud E         0.0270 [-0.2996;  0.3480]        0.1
## Stomrud E        -0.0590 [-0.3758;  0.2702]        0.1
## Stomrud E        -0.5400 [-0.7354; -0.2618]        0.1
## Stomrud E        -0.0390 [-0.3585;  0.2887]        0.1
## Stomrud E        -0.0480 [-0.3663;  0.2804]        0.1
## Stomrud E        -0.4220 [-0.6563; -0.1135]        0.1
## Stomrud E        -0.0630 [-0.3793;  0.2665]        0.1
## Stomrud E        -0.0510 [-0.3689;  0.2776]        0.1
## Stomrud E         0.1910 [-0.1418;  0.4850]        0.1
## Stomrud E        -0.0500 [-0.3681;  0.2785]        0.1
## Stomrud E        -0.0300 [-0.3506;  0.2969]        0.1
## Timmers T        -0.0804 [-0.2662;  0.1112]        0.1
## Timmers T        -0.0470 [-0.2348;  0.1442]        0.1
## Timmers T        -0.1612 [-0.3407;  0.0295]        0.1
## Timmers T        -0.0541 [-0.2414;  0.1372]        0.1
## Timmers T        -0.1807 [-0.3582;  0.0095]        0.1
## Timmers T         0.0039 [-0.1861;  0.1936]        0.1
## Timmers T        -0.0048 [-0.1945;  0.1852]        0.1
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1
## Timmers T         0.0309 [-0.1599;  0.2195]        0.1
## Timmers T        -0.0087 [-0.1982;  0.1815]        0.1
## Timmers T        -0.0039 [-0.1936;  0.1861]        0.1
## Timmers T        -0.0048 [-0.1945;  0.1852]        0.1
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1
## Timmers T        -0.0319 [-0.2204;  0.1589]        0.1
## Timmers T        -0.1724 [-0.3507;  0.0181]        0.1
## Timmers T        -0.1143 [-0.2977;  0.0772]        0.1
## Timmers T        -0.0126 [-0.2019;  0.1777]        0.1
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1
## Timmers T        -0.0010 [-0.1908;  0.1889]        0.1
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1
## Timmers T        -0.0019 [-0.1917;  0.1880]        0.1
## Timmers T        -0.0029 [-0.1927;  0.1871]        0.1
## Timmers T        -0.0039 [-0.1936;  0.1861]        0.1
## Timmers T        -0.0058 [-0.1954;  0.1843]        0.1
## Timmers T        -0.0574 [-0.2446;  0.1339]        0.1
## Timmers T        -0.0249 [-0.2137;  0.1658]        0.1
## Timmers T        -0.0289 [-0.2176;  0.1618]        0.1
## Timmers T         0.0184 [-0.1721;  0.2075]        0.1
## Timmers T        -0.0953 [-0.2801;  0.0963]        0.1
## Timmers T        -0.3622 [-0.5166; -0.1851]        0.1
## Timmers T        -0.2862 [-0.4515; -0.1019]        0.1
## Timmers T         0.1926 [ 0.0028;  0.3689]        0.1
## Timmers T        -0.0348 [-0.2232;  0.1561]        0.1
## Timmers T        -0.0242 [-0.2130;  0.1665]        0.1
## Timmers T        -0.1029 [-0.2871;  0.0887]        0.1
## Timmers T        -0.1289 [-0.3111;  0.0625]        0.1
## Storandt M        0.1209 [-0.0490;  0.2841]        0.1
## Storandt M        0.0041 [-0.1650;  0.1729]        0.1
## Storandt M        0.0041 [-0.1650;  0.1729]        0.1
## Storandt M        0.0164 [-0.1530;  0.1849]        0.1
## Storandt M        0.0164 [-0.1530;  0.1849]        0.1
## Tardif CL        -0.5073 [-0.6952; -0.2545]        0.1
## Tardif CL         0.2859 [-0.0048;  0.5320]        0.1
## Tardif CL         0.3610 [ 0.0790;  0.5895]        0.1
## Tardif CL         0.3530 [ 0.0699;  0.5835]        0.1
## Teipel SJ        -0.1100 [-0.2174; -0.0000]        0.1
## Teipel SJ        -0.1100 [-0.2174; -0.0000]        0.1
## van Bergen JMG   -0.0448 [-0.2253;  0.1387]        0.1
## van Harten AC     0.0218 [-0.1497;  0.1919]        0.1
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1
## van Harten AC    -0.0651 [-0.2334;  0.1069]        0.1
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1
## van Harten AC     0.0362 [-0.1355;  0.2058]        0.1
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1
## van Harten AC    -0.0651 [-0.2334;  0.1069]        0.1
## van Harten AC    -0.0073 [-0.1779;  0.1638]        0.1
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1
## van Harten AC     0.0145 [-0.1568;  0.1849]        0.1
## van Harten AC     0.0362 [-0.1355;  0.2058]        0.1
## van Harten AC     0.0290 [-0.1426;  0.1989]        0.1
## van Harten AC     0.0000 [-0.1709;  0.1709]        0.1
## van Harten AC    -0.1400 [-0.3037;  0.0316]        0.1
## van Harten AC     0.0218 [-0.1497;  0.1919]        0.1
## van Harten AC    -0.1715 [-0.3326; -0.0006]        0.1
## van Harten AC     0.0073 [-0.1638;  0.1779]        0.1
## van Harten AC    -0.1436 [-0.3069;  0.0280]        0.1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1
## van Harten AC    -0.0348 [-0.2045;  0.1369]        0.1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1
## van Harten AC     0.0000 [-0.1709;  0.1709]        0.1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1
## van Harten AC    -0.0174 [-0.1877;  0.1539]        0.1
## van Harten AC    -0.0145 [-0.1849;  0.1568]        0.1
## van Harten AC    -0.1506 [-0.3134;  0.0208]        0.1
## van Harten AC    -0.0435 [-0.2128;  0.1283]        0.1
## van Harten AC    -0.1295 [-0.2938;  0.0423]        0.1
## van Harten AC    -0.0261 [-0.1961;  0.1454]        0.1
## van Harten AC    -0.1436 [-0.3069;  0.0280]        0.1
## van Harten AC    -0.0579 [-0.2266;  0.1141]        0.1
## van Harten AC    -0.0218 [-0.1919;  0.1497]        0.1
## Visser PJ         0.0135 [-0.2457;  0.2708]        0.1
## Visser PJ         0.0150 [-0.2443;  0.2722]        0.1
## Visser PJ        -0.0576 [-0.3071;  0.1992]        0.1
## Visser PJ         0.0449 [-0.2159;  0.2997]        0.1
## Xiong C          -0.1100 [-0.2421;  0.0261]        0.1
## Xiong C          -0.1500 [-0.2800; -0.0146]        0.1
## Xiong C          -0.0200 [-0.1553;  0.1160]        0.1
## Xiong C          -0.4400 [-0.5433; -0.3236]        0.1
## Xiong C          -0.3300 [-0.4458; -0.2034]        0.1
## Xiong C          -0.2700 [-0.3914; -0.1394]        0.1
## Xiong C           0.2200 [ 0.0869;  0.3454]        0.1
## Xiong C          -0.0300 [-0.1650;  0.1061]        0.1
## Huang KL         -0.5600 [-0.8682;  0.0600]        0.1
## Insel PS          0.0458 [-0.0626;  0.1532]        0.1
## Insel PS          0.1831 [ 0.0765;  0.2856]        0.1
## Insel PS         -0.0833 [-0.1897;  0.0251]        0.1
## Janelidze S       0.1162 [ 0.0295;  0.2011]        0.1
## Jansen WJ         0.0709 [ 0.0347;  0.1070]        0.2
## Jansen WJ         0.0884 [ 0.0523;  0.1244]        0.2
## Kang JM           0.2020 [-0.1047;  0.4736]        0.1
## Kang JM           0.0490 [-0.2551;  0.3443]        0.1
## Kang JM          -0.0500 [-0.3452;  0.2542]        0.1
## Kang JM          -0.1230 [-0.4083;  0.1841]        0.1
## Kang JM          -0.1980 [-0.4704;  0.1088]        0.1
## Kang JM          -0.1600 [-0.4392;  0.1474]        0.1
## Kang JM           0.0580 [-0.2466;  0.3522]        0.1
## Kang JM           0.0710 [-0.2343;  0.3636]        0.1
## Kang JM           0.0160 [-0.2857;  0.3148]        0.1
## Kang JM          -0.0310 [-0.3283;  0.2719]        0.1
## Kang JM           0.1470 [-0.1604;  0.4284]        0.1
## Kato M            0.2739 [ 0.0818;  0.4463]        0.1
## Kato M            0.4369 [ 0.2631;  0.5833]        0.1
## Kawas CH          0.1837 [-0.4086;  0.6672]        0.1
## Kawas CH          0.4358 [-0.1515;  0.7957]        0.1
## Kawas CH         -0.2974 [-0.7290;  0.3032]        0.1
## Kawas CH          0.0000 [-0.7047;  0.7047]        0.0
## Kawas CH          0.9821 [ 0.8797;  0.9975]        0.0
## Kawas CH          0.9259 [ 0.5710;  0.9892]        0.0
## Kawas CH          0.3273 [-0.6594;  0.8998]        0.0
## Kawas CH          0.4669 [-0.5549;  0.9271]        0.0
## Kemppainen N      0.2070 [-0.0820;  0.4638]        0.1
## Kemppainen N      0.3277 [ 0.0481;  0.5597]        0.1
## Kemppainen N      0.1730 [-0.1169;  0.4357]        0.1
## Kemppainen N      0.0300 [-0.2563;  0.3115]        0.1
## Kemppainen N      0.0000 [-0.2841;  0.2841]        0.1
## Kemppainen N     -0.0993 [-0.3729;  0.1902]        0.1
## Kemppainen N      0.1633 [-0.1267;  0.4276]        0.1
## Konijnenberg E    0.2110 [ 0.0730;  0.3411]        0.1
## Konijnenberg E    0.1361 [-0.0042;  0.2710]        0.1
## Konijnenberg E   -0.1332 [-0.2684;  0.0071]        0.1
## Konijnenberg E    0.0964 [-0.0444;  0.2334]        0.1
## Konijnenberg E   -0.0146 [-0.1574;  0.1288]        0.1
## Konijnenberg E   -0.0260 [-0.1685;  0.1175]        0.1
## Konijnenberg E    0.0243 [-0.1192;  0.1668]        0.1
## Konijnenberg E   -0.0122 [-0.1550;  0.1312]        0.1
## Konijnenberg E   -0.0520 [-0.1937;  0.0918]        0.1
## Konijnenberg E    0.0334 [-0.1423;  0.2071]        0.1
## Konijnenberg E    0.0950 [-0.0812;  0.2655]        0.1
## Konijnenberg E   -0.0198 [-0.1940;  0.1557]        0.1
## Konijnenberg E    0.0297 [-0.1460;  0.2035]        0.1
## Konijnenberg E    0.0534 [-0.1227;  0.2262]        0.1
## Kristofikova Z   -0.0444 [-0.5443;  0.4787]        0.1
## Kristofikova Z   -0.0229 [-0.5290;  0.4951]        0.1
## Kristofikova Z   -0.2172 [-0.6564;  0.3320]        0.1
## Kristofikova Z    0.1291 [-0.4103;  0.6016]        0.1
## Kristofikova Z   -0.1720 [-0.6289;  0.3731]        0.1
## Kristofikova Z   -0.5850 [-0.8443; -0.1039]        0.1
## Kristofikova Z   -0.4450 [-0.7796;  0.0871]        0.1
## Lafirdeen ASM     0.2219 [ 0.1904;  0.2529]        0.2
## Leahey TM        -0.3400 [-0.6047; -0.0076]        0.1
## Liguori C         0.7900 [ 0.6559;  0.8758]        0.1
## Liguori C         0.7500 [ 0.5961;  0.8507]        0.1
## Liguori C         0.7000 [ 0.5237;  0.8188]        0.1
## Lilamand M        0.0944 [-0.0255;  0.2116]        0.1
## Lilamand M        0.1170 [-0.0027;  0.2333]        0.1
## Lilamand M       -0.6904 [-0.7483; -0.6222]        0.1
## Lilamand M       -0.5014 [-0.5858; -0.4061]        0.1
## Lilamand M       -0.6280 [-0.6954; -0.5497]        0.1
## Lim YY            0.0606 [-0.1900;  0.3038]        0.1
## Lim YY           -0.0452 [-0.2897;  0.2049]        0.1
## Lim YY           -0.0010 [-0.2487;  0.2468]        0.1
## Lim YY            0.1120 [-0.1396;  0.3501]        0.1
## Lim YY            0.2916 [ 0.0473;  0.5030]        0.1
## Lim YY            0.2254 [-0.0237;  0.4481]        0.1
## Lim YY           -0.2329 [-0.4544;  0.0158]        0.1
## Lim YY            0.1474 [-0.1041;  0.3813]        0.1
## Llado-Saz S       0.0270 [-0.1530;  0.2053]        0.1
## Llado-Saz S       0.1051 [-0.0756;  0.2791]        0.1
## Llado-Saz S       0.1805 [ 0.0013;  0.3484]        0.1
## Llado-Saz S       0.0740 [-0.1066;  0.2499]        0.1
## Llado-Saz S      -0.2828 [-0.4398; -0.1091]        0.1
## Llado-Saz S      -0.2257 [-0.3892; -0.0484]        0.1
## Llado-Saz S       0.2497 [ 0.0738;  0.4106]        0.1
## Llado-Saz S       0.0144 [-0.1653;  0.1931]        0.1
## Llado-Saz S       0.0148 [-0.1649;  0.1935]        0.1
## Llado-Saz S       0.0190 [-0.1607;  0.1976]        0.1
## Llado-Saz S       0.2227 [ 0.0453;  0.3865]        0.1
## Llado-Saz S       0.2334 [ 0.0565;  0.3960]        0.1
## Llado-Saz S       0.2635 [ 0.0884;  0.4228]        0.1
## Llado-Saz S       0.2246 [ 0.0473;  0.3882]        0.1
## Llado-Saz S      -0.0621 [-0.2387;  0.1185]        0.1
## Llado-Saz S       0.0235 [-0.1564;  0.2019]        0.1
## Llado-Saz S       0.1009 [-0.0798;  0.2752]        0.1
## Llado-Saz S       0.2083 [ 0.0302;  0.3736]        0.1
## Llado-Saz S       0.2921 [ 0.1191;  0.4479]        0.1
## Llado-Saz S       0.2196 [ 0.0420;  0.3837]        0.1
## Lu K             -0.2400 [-0.3208; -0.1558]        0.1
## Lu K             -0.1600 [-0.2441; -0.0735]        0.1
## Lu K             -0.3100 [-0.3870; -0.2287]        0.1
## Lu K             -0.2000 [-0.2826; -0.1145]        0.1
## Lu K             -0.0300 [-0.1271;  0.0676]        0.1
## Lu K             -0.1600 [-0.2535; -0.0635]        0.1
## Lu K             -0.0900 [-0.1858;  0.0075]        0.1
## Lu K             -0.1700 [-0.2537; -0.0837]        0.1
## Lu K             -0.3900 [-0.4618; -0.3132]        0.1
## Martikainen IK    0.0000 [-0.3115;  0.3115]        0.1
## Martikainen IK    0.0608 [-0.2555;  0.3654]        0.1
## Martikainen IK   -0.1323 [-0.4263;  0.1869]        0.1
## Martikainen IK    0.2671 [-0.0484;  0.5342]        0.1
## Martikainen IK    0.0975 [-0.2207;  0.3970]        0.1
## McMillan CT       0.3727 [ 0.2371;  0.4941]        0.1
## McMillan CT      -0.5276 [-0.6272; -0.4111]        0.1
## McMillan CT      -0.1654 [-0.3066; -0.0170]        0.1
## McMillan CT       0.0000 [-0.1488;  0.1488]        0.1
## McMillan CT       0.0000 [-0.1488;  0.1488]        0.1
## McMillan CT      -0.1654 [-0.3066; -0.0170]        0.1
## McMillan CT       0.3001 [ 0.1584;  0.4297]        0.1
## McMillan CT       0.4888 [ 0.3667;  0.5944]        0.1
## Mecca AP          0.1270 [-0.1730;  0.4054]        0.1
## Mecca AP          0.3900 [ 0.1089;  0.6133]        0.1
## Mecca AP          0.2000 [-0.0994;  0.4662]        0.1
## Mecca AP          0.2600 [-0.0363;  0.5143]        0.1
## Mecca AP         -0.0600 [-0.3474;  0.2377]        0.1
## Mecca AP          0.1300 [-0.1700;  0.4080]        0.1
## Mecca AP          0.2300 [-0.0681;  0.4904]        0.1
## Mecca AP         -0.0500 [-0.3386;  0.2472]        0.1
## Mecca AP         -0.2200 [-0.4824;  0.0786]        0.1
## Mecca AP          0.0200 [-0.2751;  0.3117]        0.1
## Mecca AP         -0.0600 [-0.3474;  0.2377]        0.1
## Mecca AP          0.2000 [-0.0994;  0.4662]        0.1
## Mecca AP          0.1000 [-0.1994;  0.3823]        0.1
## Mecca AP         -0.1900 [-0.4580;  0.1096]        0.1
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1
## Aschenbrenner AJ -0.2000 [-0.3710; -0.0159]        0.1
## Aschenbrenner AJ  0.0400 [-0.1458;  0.2231]        0.1
## Aschenbrenner AJ  0.1200 [-0.0662;  0.2981]        0.1
## Aschenbrenner AJ -0.1200 [-0.2981;  0.0662]        0.1
## Aschenbrenner AJ -0.2100 [-0.3800; -0.0263]        0.1
## Aschenbrenner AJ  0.1200 [-0.0662;  0.2981]        0.1
## Aschenbrenner AJ  0.1600 [-0.0255;  0.3348]        0.1
## Aschenbrenner AJ  0.0000 [-0.1847;  0.1847]        0.1
## Aschenbrenner AJ  0.2200 [ 0.0368;  0.3889]        0.1
## Aschenbrenner AJ  0.0700 [-0.1162;  0.2515]        0.1
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1
## Aschenbrenner AJ -0.0900 [-0.2702;  0.0963]        0.1
## Aschenbrenner AJ -0.4400 [-0.5778; -0.2779]        0.1
## Aschenbrenner AJ  0.1400 [-0.0459;  0.3165]        0.1
## Aschenbrenner AJ  0.3300 [ 0.1547;  0.4852]        0.1
## Berenguer RG      0.3300 [ 0.0162;  0.5846]        0.1
## Berenguer RG      0.4240 [ 0.1252;  0.6523]        0.1
## Berenguer RG     -0.3490 [-0.5986; -0.0376]        0.1
## Berenguer RG     -0.3440 [-0.5949; -0.0320]        0.1
## Besson FL        -0.1208 [-0.3764;  0.1519]        0.1
## Besson FL         0.0000 [-0.2678;  0.2678]        0.1
## Besson FL        -0.0206 [-0.2867;  0.2486]        0.1
## Besson FL        -0.2016 [-0.4453;  0.0699]        0.1
## Besson FL        -0.1958 [-0.4405;  0.0759]        0.1
## Besson FL        -0.2312 [-0.4699;  0.0390]        0.1
## Besson FL        -0.3633 [-0.5751; -0.1058]        0.1
## Besson FL        -0.0307 [-0.2960;  0.2391]        0.1
## Bilgel M         -0.0690 [-0.2403;  0.1065]        0.1
## Bilgel M         -0.0260 [-0.1993;  0.1489]        0.1
## Bilgel M         -0.0390 [-0.2118;  0.1361]        0.1
## Bilgel M          0.0180 [-0.1567;  0.1916]        0.1
## Bilgel M         -0.0120 [-0.1858;  0.1626]        0.1
## Bilgel M          0.0270 [-0.1479;  0.2003]        0.1
## Bilgel M          0.0010 [-0.1732;  0.1752]        0.1
## Bilgel M          0.0110 [-0.1635;  0.1849]        0.1
## Bilgel M          0.0130 [-0.1616;  0.1868]        0.1
## Bilgel M         -0.0040 [-0.1781;  0.1703]        0.1
## Bilgel M          0.0120 [-0.1626;  0.1858]        0.1
## Casaletto KB     -0.1700 [-0.3313;  0.0009]        0.1
## Casaletto KB     -0.1400 [-0.3036;  0.0316]        0.1
## Casaletto KB     -0.0200 [-0.1902;  0.1514]        0.1
## Casaletto KB     -0.4300 [-0.5597; -0.2797]        0.1
## Casaletto KB     -0.2100 [-0.3677; -0.0406]        0.1
## Casaletto KB     -0.3100 [-0.4567; -0.1469]        0.1
## Casaletto KB     -0.1600 [-0.3221;  0.0112]        0.1
## Casaletto KB     -0.0300 [-0.1998;  0.1416]        0.1
## Chatterjee P     -0.1246 [-0.3133;  0.0736]        0.1
## Cosentino SA      0.7784 [ 0.7405;  0.8114]        0.1
## Cosentino SA      0.7338 [ 0.6896;  0.7725]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA      0.0100 [-0.0795;  0.0993]        0.1
## Cosentino SA      0.0100 [-0.0795;  0.0993]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0300 [-0.1191;  0.0596]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0100 [-0.0993;  0.0795]        0.1
## Cosentino SA     -0.0200 [-0.1092;  0.0695]        0.1
## Donohue MC        0.1338 [ 0.0414;  0.2240]        0.1
## Donohue MC        0.0430 [-0.0501;  0.1355]        0.1
## Donohue MC        0.0765 [-0.0166;  0.1682]        0.1
## Donohue MC       -0.0572 [-0.1494;  0.0360]        0.1
## Donohue MC        0.2500 [ 0.1608;  0.3352]        0.1
## Donohue MC       -0.2300 [-0.3162; -0.1400]        0.1
## Donohue MC        0.2400 [ 0.1504;  0.3257]        0.1
## Donohue MC        0.3789 [ 0.2964;  0.4558]        0.1
## Donohue MC        0.3180 [ 0.2319;  0.3992]        0.1
## Donohue MC        0.3243 [ 0.2385;  0.4050]        0.1
## Donohue MC        0.2513 [ 0.1621;  0.3364]        0.1
## Donohue MC        0.1949 [ 0.1038;  0.2827]        0.1
## Donohue MC        0.1565 [ 0.0645;  0.2459]        0.1
## Donohue MC        0.2953 [ 0.2080;  0.3779]        0.1
## Donohue MC        0.2618 [ 0.1731;  0.3463]        0.1
## Donohue MC        0.2698 [ 0.1814;  0.3539]        0.1
## Donohue MC        0.1931 [ 0.1020;  0.2811]        0.1
## Donohue MC        0.2183 [ 0.1279;  0.3050]        0.1
## Donohue MC        0.1716 [ 0.0799;  0.2604]        0.1
## Donohue MC        0.3895 [ 0.3076;  0.4656]        0.1
## Donohue MC        0.3308 [ 0.2454;  0.4111]        0.1
## Donohue MC        0.3308 [ 0.2454;  0.4111]        0.1
## Donohue MC        0.1676 [ 0.0758;  0.2566]        0.1
## Donohue MC        0.2575 [ 0.1685;  0.3422]        0.1
## Donohue MC        0.2083 [ 0.1176;  0.2955]        0.1
## Doraiswamy PM    -0.1578 [-0.3802;  0.0820]        0.1
## Doraiswamy PM     0.2966 [ 0.0644;  0.4983]        0.1
## Doraiswamy PM     0.1405 [-0.0995;  0.3650]        0.1
## Doraiswamy PM     0.0941 [-0.1459;  0.3235]        0.1
## Doraiswamy PM     0.2335 [-0.0034;  0.4455]        0.1
## Doraiswamy PM     0.2532 [ 0.0176;  0.4622]        0.1
## Doraiswamy PM     0.2965 [ 0.0643;  0.4982]        0.1
## Doraiswamy PM    -0.6293 [-0.7537; -0.4613]        0.1
## Doraiswamy PM     0.8819 [ 0.8154;  0.9254]        0.1
## Doraiswamy PM     0.5881 [ 0.4082;  0.7240]        0.1
## Doraiswamy PM     0.5161 [ 0.3183;  0.6708]        0.1
## Doraiswamy PM     0.8284 [ 0.7361;  0.8905]        0.1
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1
## Doraiswamy PM     0.8176 [ 0.7203;  0.8834]        0.1
## Dubois B          0.1214 [ 0.0115;  0.2283]        0.1
## Dubois B          0.1078 [-0.0022;  0.2153]        0.1
## Dubois B          0.1106 [ 0.0006;  0.2179]        0.1
## Dubois B          0.0090 [-0.1010;  0.1189]        0.1
## Dubois B          0.0000 [-0.1100;  0.1100]        0.1
## Dubois B         -0.0636 [-0.1724;  0.0467]        0.1
## Dubois B          0.0007 [-0.1093;  0.1107]        0.1
## Dubois B          0.0871 [-0.0232;  0.1952]        0.1
## Dubois B          0.0243 [-0.0859;  0.1339]        0.1
## Dubois B          0.0358 [-0.0745;  0.1452]        0.1
## Dubois B          0.5227 [ 0.4379;  0.5983]        0.1
## Dubois B         -0.0731 [-0.1816;  0.0372]        0.1
## Dubois B         -0.0054 [-0.1153;  0.1047]        0.1
## Dubois B          0.0764 [-0.0339;  0.1848]        0.1
## Dubois B          0.1305 [ 0.0208;  0.2371]        0.1
## Dubois B         -0.6302 [-0.6922; -0.5590]        0.1
## Dubois B         -0.0582 [-0.1672;  0.0521]        0.1
## Dubois B          0.0629 [-0.0474;  0.1717]        0.1
## Dubois B         -0.0081 [-0.1179;  0.1020]        0.1
## Duchek JM         0.2395 [ 0.1002;  0.3696]        0.1
## Duchek JM         0.1608 [ 0.0185;  0.2967]        0.1
## Duchek JM        -0.0093 [-0.1518;  0.1336]        0.1
## Duchek JM         0.0023 [-0.1404;  0.1450]        0.1
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1
## Ecay-Torres M     0.0000 [-0.1272;  0.1272]        0.1
## Ecay-Torres M     0.0108 [-0.1165;  0.1378]        0.1
## Farrell ME       -0.1213 [-0.2921;  0.0570]        0.1
## Farrell ME       -0.1080 [-0.2797;  0.0704]        0.1
## Farrell ME       -0.1085 [-0.2802;  0.0699]        0.1
## Farrell ME       -0.0396 [-0.2151;  0.1384]        0.1
## Farrell ME       -0.0926 [-0.2653;  0.0858]        0.1
## Farrell ME       -0.0296 [-0.2056;  0.1482]        0.1
## Farrell ME       -0.0630 [-0.2374;  0.1153]        0.1
## Farrell ME       -0.0879 [-0.2609;  0.0905]        0.1
## Farrell ME       -0.0877 [-0.2607;  0.0908]        0.1
## Farrell ME       -0.0134 [-0.1900;  0.1640]        0.1
## Franzmeier N      0.2613 [-0.0215;  0.5054]        0.1
## Franzmeier N      0.1204 [-0.1665;  0.3884]        0.1
## Gangishetti U     0.1009 [-0.2021;  0.3862]        0.1
## Haapalinna F     -0.2860 [-0.5087; -0.0275]        0.1
## Hamelin L         0.1673 [-0.3408;  0.5997]        0.1
## Hamelin L         0.1396 [-0.3656;  0.5813]        0.1
## Hamelin L         0.2169 [-0.2944;  0.6317]        0.1
## Hamelin L         0.2541 [-0.2580;  0.6548]        0.1
## Hamelin L         0.6003 [ 0.1682;  0.8389]        0.1
## Hamelin L        -0.0255 [-0.5000;  0.4608]        0.1
## Hamelin L        -0.3026 [-0.6838;  0.2083]        0.1
## Hamelin L         0.2953 [-0.2160;  0.6795]        0.1
## Hamelin L        -0.2889 [-0.6757;  0.2226]        0.1
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1
## Hamelin L         0.0000 [-0.4806;  0.4806]        0.1
## Zhao Y            0.1513 [ 0.0030;  0.2931]        0.1
## Zhao Y            0.0870 [-0.0622;  0.2323]        0.1
## Zhao Y            0.1866 [ 0.0393;  0.3259]        0.1
## Zhao Y            0.0768 [-0.0723;  0.2226]        0.1
## Zhao Y           -0.2070 [-0.3448; -0.0605]        0.1
## Zhao Y            0.1463 [-0.0021;  0.2884]        0.1
## Zhao Y           -0.0578 [-0.2043;  0.0914]        0.1
## Zhao Y            0.1866 [ 0.0393;  0.3259]        0.1
## Zhao Y           -0.2456 [-0.3801; -0.1009]        0.1
## Yaffe K          -0.0324 [-0.1085;  0.0442]        0.2
## Yaffe K          -0.1113 [-0.1861; -0.0351]        0.2
## Yaffe K           0.0199 [-0.0566;  0.0961]        0.2
## Yaffe K          -0.0801 [-0.1555; -0.0037]        0.2
## Meng Y           -0.0280 [-0.3579;  0.3081]        0.1
## Meng Y            0.1420 [-0.2007;  0.4538]        0.1
## Meng Y            0.1210 [-0.2212;  0.4366]        0.1
## Meng Y            0.1240 [-0.2183;  0.4391]        0.1
## Meng Y            0.1440 [-0.1988;  0.4554]        0.1
## Meng Y            0.1320 [-0.2105;  0.4456]        0.1
## Meng Y            0.1140 [-0.2279;  0.4309]        0.1
## Meng Y            0.1200 [-0.2221;  0.4358]        0.1
## Meng Y            0.0950 [-0.2460;  0.4151]        0.1
## Meng Y            0.1340 [-0.2086;  0.4473]        0.1
## Meng Y            0.0770 [-0.2630;  0.4000]        0.1
## Meng Y            0.1000 [-0.2413;  0.4193]        0.1
## Meng Y           -0.1250 [-0.4399;  0.2173]        0.1
## Meng Y           -0.1200 [-0.4358;  0.2221]        0.1
## Meng Y           -0.1390 [-0.4513;  0.2037]        0.1
## Meng Y           -0.1320 [-0.4456;  0.2105]        0.1
## Meng Y           -0.1760 [-0.4810;  0.1670]        0.1
## Meng Y           -0.1320 [-0.4456;  0.2105]        0.1
## Merrill DA        0.2700 [ 0.0458;  0.4683]        0.1
## Mielke MM        -0.0522 [-0.2323;  0.1314]        0.1
## Mielke MM         0.0058 [-0.1775;  0.1887]        0.1
## Mielke MM         0.0117 [-0.1718;  0.1944]        0.1
## Mielke MM        -0.0117 [-0.1952;  0.1726]        0.1
## Mielke MM         0.0759 [-0.1096;  0.2562]        0.1
## Mielke MM        -0.0350 [-0.1238;  0.0544]        0.1
## Mielke MM        -0.0477 [-0.1364;  0.0417]        0.1
## Mielke MM        -0.0897 [-0.1775; -0.0004]        0.1
## Mielke MM        -0.0510 [-0.1396;  0.0384]        0.1
## Mielke MM        -0.0679 [-0.1562;  0.0214]        0.1
## Mielke MM        -0.0859 [-0.1738;  0.0033]        0.1
## Mok VC            0.1400 [-0.0898;  0.3557]        0.1
## Molinuevo JL      0.1725 [-0.1558;  0.4665]        0.1
## Molinuevo JL      0.0923 [-0.2343;  0.4002]        0.1
## Molinuevo JL      0.0118 [-0.3090;  0.3302]        0.1
## Molinuevo JL      0.0151 [-0.3060;  0.3332]        0.1
## Molinuevo JL      0.1158 [-0.2117;  0.4199]        0.1
## Molinuevo JL     -0.1839 [-0.4756;  0.1443]        0.1
## Molinuevo JL      0.2265 [-0.1005;  0.5093]        0.1
## Molinuevo JL      0.2479 [-0.0780;  0.5259]        0.1
## Molinuevo JL      0.1029 [-0.2242;  0.4091]        0.1
## Molinuevo JL     -0.1079 [-0.4133;  0.2193]        0.1
## Molinuevo JL     -0.1632 [-0.4589;  0.1651]        0.1
## Moon YS          -0.2500 [-0.4089; -0.0763]        0.1
## Moon YS           0.9924 [ 0.9892;  0.9947]        0.1
## Mueller SG        0.1524 [-0.1286;  0.4107]        0.1
## Mueller SG       -0.0907 [-0.3573;  0.1897]        0.1
## Mueller SG        0.0621 [-0.2172;  0.3320]        0.1
## Mueller SG        0.0657 [-0.2137;  0.3352]        0.1
## Nakamura A       -0.0624 [-0.3746;  0.2625]        0.1
## Nakamura A        0.0245 [-0.2975;  0.3415]        0.1
## Nakamura A       -0.0290 [-0.3455;  0.2934]        0.1
## Nakamura A        0.0007 [-0.3190;  0.3203]        0.1
## Nebes RD          0.1295 [-0.1070;  0.3522]        0.1
## Nebes RD          0.0543 [-0.1813;  0.2840]        0.1
## Nebes RD         -0.0633 [-0.2923;  0.1726]        0.1
## Nebes RD          0.0000 [-0.2333;  0.2333]        0.1
## Nebes RD          0.0623 [-0.1735;  0.2914]        0.1
## Nebes RD          0.0129 [-0.2211;  0.2454]        0.1
## Nebes RD         -0.0831 [-0.3104;  0.1532]        0.1
## Nebes RD          0.0380 [-0.1971;  0.2689]        0.1
## Nebes RD         -0.0193 [-0.2515;  0.2149]        0.1
## Nebes RD          0.0836 [-0.1527;  0.3108]        0.1
## Nebes RD          0.0779 [-0.1583;  0.3056]        0.1
## Nebes RD         -0.0885 [-0.3153;  0.1479]        0.1
## Nebes RD         -0.0627 [-0.2917;  0.1732]        0.1
## Nebes RD          0.2423 [ 0.0096;  0.4502]        0.1
## Nebes RD          0.1103 [-0.1263;  0.3350]        0.1
## Nebes RD          0.0692 [-0.1668;  0.2977]        0.1
## Nebes RD          0.2857 [ 0.0562;  0.4866]        0.1
## Nebes RD          0.2452 [ 0.0126;  0.4526]        0.1
## Nebes RD          0.2793 [ 0.0492;  0.4812]        0.1
## Okereke OI        0.0000 [-0.0894;  0.0894]        0.1
## Ossenkoppele R    0.0572 [-0.1632;  0.2722]        0.1
## Ossenkoppele R    0.1000 [-0.1210;  0.3115]        0.1
## Ossenkoppele R   -0.3000 [-0.4865; -0.0874]        0.1
## Ossenkoppele R   -0.0700 [-0.2840;  0.1507]        0.1
## Ossenkoppele R    0.0100 [-0.2088;  0.2279]        0.1
## Ossenkoppele R    0.0400 [-0.1799;  0.2561]        0.1
## Ossenkoppele R   -0.2292 [-0.4262; -0.0115]        0.1
## Ossenkoppele R    0.0667 [-0.1539;  0.2810]        0.1
## Ossenkoppele R   -0.2496 [-0.4438; -0.0331]        0.1
## Ossenkoppele R   -0.0254 [-0.2424;  0.1941]        0.1
## Ossenkoppele R    0.0496 [-0.1706;  0.2651]        0.1
## Ossenkoppele R   -0.0435 [-0.2594;  0.1766]        0.1
## Palmqvist S      -0.3200 [-0.4734; -0.1478]        0.1
## Palmqvist S      -0.2800 [-0.4386; -0.1045]        0.1
## Hammers DB        0.5691 [ 0.2413;  0.7804]        0.1
## Hammers DB        0.1408 [-0.2528;  0.4943]        0.1
## Hammers DB        0.3488 [-0.0360;  0.6435]        0.1
## Hammers DB        0.3173 [-0.0713;  0.6223]        0.1
## Hammers DB        0.6562 [ 0.3679;  0.8294]        0.1
## Hammers DB        0.4781 [ 0.1199;  0.7262]        0.1
## Hammers DB        0.6557 [ 0.3672;  0.8291]        0.1
## Hammers DB        0.3000 [-0.0903;  0.6104]        0.1
## Hammers DB        0.5000 [ 0.1481;  0.7395]        0.1
## Hammers DB        0.3606 [-0.0225;  0.6513]        0.1
## Hammers DB        0.7937 [ 0.5924;  0.9017]        0.1
## Hammers DB        0.6245 [ 0.3206;  0.8118]        0.1
## Hammers DB        0.6904 [ 0.4208;  0.8479]        0.1
## Hammers DB        0.3301 [-0.0570;  0.6310]        0.1
## Hammers DB        0.4214 [ 0.0493;  0.6908]        0.1
## Hammers DB        0.4101 [ 0.0357;  0.6836]        0.1
## Hammers DB        0.7335 [ 0.4901;  0.8708]        0.1
## Hammers DB        0.7288 [ 0.4823;  0.8683]        0.1
## Hanseeuw BJ       0.1777 [ 0.0612;  0.2895]        0.1
## Hanseeuw BJ      -0.0411 [-0.1582;  0.0771]        0.1
## Harrington KD     0.0829 [-0.0053;  0.1699]        0.1
## Harrington KD    -0.0573 [-0.1447;  0.0311]        0.1
## Harrington KD    -0.0326 [-0.1205;  0.0558]        0.1
## Harrington KD    -0.0127 [-0.1008;  0.0756]        0.1
## Harrington KD    -0.0362 [-0.1241;  0.0522]        0.1
## Harrington MG     0.2632 [-0.0294;  0.5142]        0.1
## Harrington MG     0.1249 [-0.1717;  0.4006]        0.1
## Harrington MG     0.2235 [-0.0715;  0.4825]        0.1
## Harrington MG     0.1928 [-0.1032;  0.4575]        0.1
## Harrington MG     0.4045 [ 0.1294;  0.6218]        0.1
## Harrington MG     0.3667 [ 0.0855;  0.5938]        0.1
## Harrington MG     0.1598 [-0.1368;  0.4302]        0.1
## Harrington MG    -0.0921 [-0.3724;  0.2037]        0.1
## Harrington MG    -0.2115 [-0.4727;  0.0840]        0.1
## Harrington MG     0.1045 [-0.1916;  0.3832]        0.1
## Harrington MG     0.2286 [-0.0660;  0.4866]        0.1
## Harrington MG     0.2305 [-0.0641;  0.4882]        0.1
## Harrington MG     0.4517 [ 0.1858;  0.6560]        0.1
## Jacobs HIL        0.0760 [-0.0471;  0.1967]        0.1
## Jacobs HIL       -0.0012 [-0.1237;  0.1215]        0.1
## Tolboom          -0.7500 [-0.9206; -0.3392]        0.1
## Tolboom          -0.3900 [-0.7745;  0.2050]        0.1
## Schott JM         0.0940 [-0.0995;  0.2806]        0.1
## Schott JM         0.1724 [-0.0199;  0.3524]        0.1
## Schott JM        -0.0303 [-0.2207;  0.1623]        0.1
## Schott JM        -0.0896 [-0.2766;  0.1038]        0.1
## Schott JM         0.0165 [-0.1757;  0.2075]        0.1
## Schott JM         0.1260 [-0.0673;  0.3102]        0.1
## Schott JM         0.2817 [ 0.0952;  0.4491]        0.1
##                                                  byvar
## Rolstad                     Working memory Rolstad 1 0
## Rolstad                           Semantic Rolstad 1 0
## Gu                                       Memory Gu 1 0
## Gu                                       Memory Gu 1 0
## Gu                                       Memory Gu 1 0
## Gu                                       Memory Gu 1 0
## Horn MM                             Memory Horn MM 1 0
## Hoscheidt SM                   Memory Hoscheidt SM 1 1
## Hosokawa C                       Global Hosokawa C 1 0
## Adamczuk K                       Global Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K           Executive function Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                 Visuospatial Adamczuk K 1 0
## Adamczuk K                 Visuospatial Adamczuk K 1 0
## Adamczuk K                       Global Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K                       Memory Adamczuk K 1 0
## Adamczuk K           Executive function Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                     Semantic Adamczuk K 1 0
## Adamczuk K                 Visuospatial Adamczuk K 1 0
## Adamczuk K                 Visuospatial Adamczuk K 1 0
## Aizenstein HJ                 Global Aizenstein HJ 1 0
## Aizenstein HJ           Visuospatial Aizenstein HJ 1 0
## Aizenstein HJ                 Global Aizenstein HJ 1 0
## Aizenstein HJ     Executive function Aizenstein HJ 1 0
## Aizenstein HJ               Semantic Aizenstein HJ 1 0
## Aizenstein HJ           Visuospatial Aizenstein HJ 1 0
## Aizenstein HJ                 Memory Aizenstein HJ 1 0
## Aizenstein HJ                 Memory Aizenstein HJ 1 0
## Aizenstein HJ               Semantic Aizenstein HJ 1 0
## Aizenstein HJ     Executive function Aizenstein HJ 1 0
## Aizenstein HJ                 Memory Aizenstein HJ 1 0
## Aizenstein HJ         Working memory Aizenstein HJ 1 0
## Aizenstein HJ         Working memory Aizenstein HJ 1 0
## Aizenstein HJ     Executive function Aizenstein HJ 1 0
## Aizenstein HJ         Working memory Aizenstein HJ 1 0
## Aizenstein HJ         Working memory Aizenstein HJ 1 0
## Aizenstein HJ       Processing speed Aizenstein HJ 1 0
## Aizenstein HJ       Processing speed Aizenstein HJ 1 0
## Aizenstein HJ       Processing speed Aizenstein HJ 1 0
## Aizenstein HJ       Processing speed Aizenstein HJ 1 0
## Pomara N                           Global Pomara N 1 0
## Pomara N                           Global Pomara N 1 0
## Radanovic M                     Global Radanovic M 0 1
## Radanovic M                     Global Radanovic M 1 1
## Radanovic M                     Global Radanovic M 1 0
## Radanovic M                     Global Radanovic M 0 1
## Rentz DM                           Global Rentz DM 1 0
## Rentz DM                           Global Rentz DM 0 1
## Rentz DM                           Global Rentz DM 1 1
## Rentz DM                           Global Rentz DM 1 1
## Rentz DM                           Global Rentz DM 1 0
## Rentz DM                           Global Rentz DM 1 0
## Rentz DM                           Global Rentz DM 0 1
## Rentz DM                           Global Rentz DM 0 1
## Resnick SM                       Memory Resnick SM 1 0
## Resnick SM           Executive function Resnick SM 1 0
## Resnick SM                       Global Resnick SM 1 0
## Resnick SM                       Memory Resnick SM 1 0
## Roberts RO                       Global Roberts RO 1 0
## Roberts RO                       Memory Roberts RO 1 0
## Roberts RO                       Global Roberts RO 1 0
## Roberts RO                       Memory Roberts RO 1 0
## Roe CM                               Global Roe CM 0 1
## Roe CM                               Global Roe CM 1 1
## Roe CM                               Global Roe CM 1 1
## Roe CM                               Global Roe CM 1 0
## Roe CM                               Global Roe CM 0 1
## Rosenberg PB                   Memory Rosenberg PB 1 0
## Rosenberg PB                 Semantic Rosenberg PB 1 0
## Rosenberg PB                   Global Rosenberg PB 1 0
## Rosenberg PB                   Global Rosenberg PB 1 0
## Schindler SE         Processing speed Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE                   Global Schindler SE 1 0
## Schindler SE           Working memory Schindler SE 1 0
## Schindler SE                   Global Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE       Executive function Schindler SE 1 0
## Schindler SE         Processing speed Schindler SE 1 0
## Schindler SE                 Semantic Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE           Working memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE       Executive function Schindler SE 0 1
## Schindler SE         Processing speed Schindler SE 0 1
## Schindler SE                 Semantic Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE           Working memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE       Executive function Schindler SE 0 1
## Schindler SE         Processing speed Schindler SE 0 1
## Schindler SE                 Semantic Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE           Working memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE       Executive function Schindler SE 1 1
## Schindler SE         Processing speed Schindler SE 1 1
## Schindler SE                 Semantic Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE           Working memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE       Executive function Schindler SE 1 1
## Schindler SE         Processing speed Schindler SE 1 1
## Schindler SE                 Semantic Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE                   Global Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE                 Semantic Schindler SE 1 0
## Schindler SE       Executive function Schindler SE 1 0
## Schindler SE         Processing speed Schindler SE 1 0
## Schindler SE           Working memory Schindler SE 1 0
## Schindler SE                   Memory Schindler SE 1 0
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                 Semantic Schindler SE 0 1
## Schindler SE       Executive function Schindler SE 0 1
## Schindler SE         Processing speed Schindler SE 0 1
## Schindler SE           Working memory Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                 Semantic Schindler SE 0 1
## Schindler SE       Executive function Schindler SE 0 1
## Schindler SE         Processing speed Schindler SE 0 1
## Schindler SE           Working memory Schindler SE 0 1
## Schindler SE                   Memory Schindler SE 0 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                 Semantic Schindler SE 1 1
## Schindler SE       Executive function Schindler SE 1 1
## Schindler SE         Processing speed Schindler SE 1 1
## Schindler SE           Working memory Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE                 Semantic Schindler SE 1 1
## Schindler SE       Executive function Schindler SE 1 1
## Schindler SE         Processing speed Schindler SE 1 1
## Schindler SE           Working memory Schindler SE 1 1
## Schindler SE                   Memory Schindler SE 1 1
## Schindler SE       Executive function Schindler SE 1 1
## Schindler SE                 Semantic Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Schindler SE                   Global Schindler SE 1 1
## Sala-Llonch R     Executive function Sala-Llonch R 1 0
## Sala-Llonch R                 Memory Sala-Llonch R 1 0
## Sala-Llonch R                 Memory Sala-Llonch R 1 0
## Sala-Llonch R     Executive function Sala-Llonch R 1 0
## Sala-Llonch R     Executive function Sala-Llonch R 1 0
## Sala-Llonch R                 Global Sala-Llonch R 1 0
## Sala-Llonch R                 Global Sala-Llonch R 1 0
## Sierra-Rio A                   Global Sierra-Rio A 1 1
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                       Working memory Song Z 1 0
## Song Z                       Working memory Song Z 1 0
## Song Z                               Global Song Z 1 0
## Song Z                       Working memory Song Z 1 0
## Song Z                       Working memory Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                               Memory Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                             Semantic Song Z 1 0
## Song Z                             Semantic Song Z 1 0
## Song Z                             Semantic Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Song Z                               Global Song Z 1 0
## Song Z                     Processing speed Song Z 1 0
## Stomrud E                         Global Stomrud E 1 0
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 1 0
## Stomrud E                         Memory Stomrud E 0 1
## Stomrud E                         Memory Stomrud E 0 1
## Stomrud E                         Memory Stomrud E 1 0
## Stomrud E                         Memory Stomrud E 0 1
## Stomrud E                         Memory Stomrud E 0 1
## Stomrud E                         Memory Stomrud E 1 0
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 1 0
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 1 0
## Stomrud E               Processing speed Stomrud E 0 1
## Stomrud E               Processing speed Stomrud E 1 0
## Stomrud E               Processing speed Stomrud E 0 1
## Stomrud E               Processing speed Stomrud E 0 1
## Stomrud E               Processing speed Stomrud E 1 0
## Stomrud E               Processing speed Stomrud E 0 1
## Stomrud E               Processing speed Stomrud E 0 1
## Stomrud E               Processing speed Stomrud E 1 0
## Stomrud E                   Visuospatial Stomrud E 0 1
## Stomrud E                   Visuospatial Stomrud E 0 1
## Stomrud E                   Visuospatial Stomrud E 1 0
## Stomrud E                         Global Stomrud E 0 1
## Stomrud E                         Global Stomrud E 0 1
## Timmers T             Executive function Timmers T 1 0
## Timmers T                       Semantic Timmers T 1 0
## Timmers T                         Global Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                 Working memory Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T                 Working memory Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T                       Semantic Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                 Working memory Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T               Processing speed Timmers T 1 0
## Timmers T                       Semantic Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T                       Semantic Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T                         Global Timmers T 1 0
## Timmers T                 Working memory Timmers T 1 0
## Timmers T             Executive function Timmers T 1 0
## Timmers T                         Memory Timmers T 1 0
## Storandt M                       Global Storandt M 1 0
## Storandt M                       Global Storandt M 1 0
## Storandt M                       Memory Storandt M 1 0
## Storandt M                 Visuospatial Storandt M 1 0
## Storandt M               Working memory Storandt M 1 0
## Tardif CL                         Global Tardif CL 1 0
## Tardif CL                         Global Tardif CL 1 0
## Tardif CL                         Global Tardif CL 0 1
## Tardif CL                         Global Tardif CL 0 1
## Teipel SJ                         Global Teipel SJ 1 0
## Teipel SJ                         Memory Teipel SJ 1 0
## van Bergen JMG               Global van Bergen JMG 1 0
## van Harten AC     Executive function van Harten AC 1 0
## van Harten AC               Semantic van Harten AC 1 0
## van Harten AC                 Global van Harten AC 1 0
## van Harten AC                 Memory van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC               Semantic van Harten AC 0 1
## van Harten AC                 Global van Harten AC 0 1
## van Harten AC                 Memory van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC               Semantic van Harten AC 0 1
## van Harten AC                 Global van Harten AC 0 1
## van Harten AC                 Memory van Harten AC 1 1
## van Harten AC     Executive function van Harten AC 1 1
## van Harten AC     Executive function van Harten AC 1 1
## van Harten AC               Semantic van Harten AC 1 1
## van Harten AC                 Global van Harten AC 1 1
## van Harten AC                 Memory van Harten AC 1 0
## van Harten AC     Executive function van Harten AC 1 0
## van Harten AC     Executive function van Harten AC 1 0
## van Harten AC               Semantic van Harten AC 1 0
## van Harten AC                 Global van Harten AC 1 0
## van Harten AC                 Memory van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC               Semantic van Harten AC 0 1
## van Harten AC                 Global van Harten AC 0 1
## van Harten AC                 Memory van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC     Executive function van Harten AC 0 1
## van Harten AC               Semantic van Harten AC 0 1
## van Harten AC                 Global van Harten AC 0 1
## van Harten AC                 Memory van Harten AC 1 1
## van Harten AC     Executive function van Harten AC 1 1
## van Harten AC     Executive function van Harten AC 1 1
## van Harten AC               Semantic van Harten AC 1 1
## van Harten AC                 Global van Harten AC 1 1
## van Harten AC                 Memory van Harten AC 1 0
## van Harten AC     Executive function van Harten AC 1 0
## Visser PJ                         Global Visser PJ 1 1
## Visser PJ                         Global Visser PJ 1 1
## Visser PJ                         Global Visser PJ 1 1
## Visser PJ                         Memory Visser PJ 1 1
## Xiong C                             Global Xiong C 0 1
## Xiong C                             Global Xiong C 1 0
## Xiong C                             Global Xiong C 1 0
## Xiong C                             Global Xiong C 0 1
## Xiong C                             Global Xiong C 0 1
## Xiong C                             Global Xiong C 1 0
## Xiong C                             Global Xiong C 1 0
## Xiong C                             Global Xiong C 0 1
## Huang KL                           Memory Huang KL 1 0
## Insel PS                           Global Insel PS 1 0
## Insel PS                 Processing speed Insel PS 1 0
## Insel PS               Executive function Insel PS 1 0
## Janelidze S                     Global Janelidze S 1 0
## Jansen WJ                         Global Jansen WJ 1 0
## Jansen WJ                         Memory Jansen WJ 1 0
## Kang JM                     Working memory Kang JM 0 1
## Kang JM                     Working memory Kang JM 0 1
## Kang JM                           Semantic Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                             Memory Kang JM 0 1
## Kang JM                   Processing speed Kang JM 0 1
## Kang JM                 Executive function Kang JM 0 1
## Kato M                               Global Kato M 1 0
## Kato M                               Global Kato M 1 0
## Kawas CH                           Global Kawas CH 1 0
## Kawas CH                           Global Kawas CH 1 0
## Kawas CH                           Memory Kawas CH 1 0
## Kawas CH                         Semantic Kawas CH 1 0
## Kawas CH                           Global Kawas CH 1 0
## Kawas CH                           Global Kawas CH 1 0
## Kawas CH                           Memory Kawas CH 1 0
## Kawas CH                         Semantic Kawas CH 1 0
## Kemppainen N                   Global Kemppainen N 1 0
## Kemppainen N       Executive function Kemppainen N 1 0
## Kemppainen N         Processing speed Kemppainen N 1 0
## Kemppainen N                   Memory Kemppainen N 1 0
## Kemppainen N                   Global Kemppainen N 1 0
## Kemppainen N                   Memory Kemppainen N 1 0
## Kemppainen N                   Memory Kemppainen N 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Global Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Memory Konijnenberg E 1 0
## Konijnenberg E               Global Konijnenberg E 1 0
## Kristofikova Z               Global Kristofikova Z 1 1
## Kristofikova Z               Global Kristofikova Z 1 1
## Kristofikova Z               Global Kristofikova Z 1 1
## Kristofikova Z               Global Kristofikova Z 1 1
## Kristofikova Z               Global Kristofikova Z 1 0
## Kristofikova Z               Global Kristofikova Z 0 1
## Kristofikova Z               Global Kristofikova Z 0 1
## Lafirdeen ASM                 Global Lafirdeen ASM 1 1
## Leahey TM                         Global Leahey TM 1 0
## Liguori C                         Memory Liguori C 1 1
## Liguori C                         Memory Liguori C 1 1
## Liguori C                         Memory Liguori C 1 1
## Lilamand M                       Global Lilamand M 1 0
## Lilamand M                       Global Lilamand M 1 0
## Lilamand M                       Global Lilamand M 1 0
## Lilamand M                       Memory Lilamand M 1 0
## Lilamand M           Executive function Lilamand M 1 0
## Lim YY                               Global Lim YY 1 0
## Lim YY                               Global Lim YY 1 0
## Lim YY                       Working memory Lim YY 1 0
## Lim YY                               Memory Lim YY 1 0
## Lim YY                               Memory Lim YY 1 0
## Lim YY                       Working memory Lim YY 1 0
## Lim YY                     Processing speed Lim YY 1 0
## Lim YY                               Memory Lim YY 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S               Visuospatial Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Global Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Global Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S                     Memory Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Llado-Saz S           Processing speed Llado-Saz S 1 0
## Lu K                                   Global Lu K 1 0
## Lu K                         Processing speed Lu K 1 0
## Lu K                                   Memory Lu K 1 0
## Lu K                                   Memory Lu K 1 0
## Lu K                                   Memory Lu K 1 0
## Lu K                                   Memory Lu K 1 0
## Lu K                                   Memory Lu K 1 0
## Lu K                                   Global Lu K 1 0
## Lu K                           Working memory Lu K 1 0
## Martikainen IK               Global Martikainen IK 1 0
## Martikainen IK               Global Martikainen IK 1 0
## Martikainen IK               Memory Martikainen IK 1 0
## Martikainen IK   Executive function Martikainen IK 1 0
## Martikainen IK     Processing speed Martikainen IK 1 0
## McMillan CT                     Global McMillan CT 1 1
## McMillan CT                     Global McMillan CT 1 1
## McMillan CT                     Memory McMillan CT 1 1
## McMillan CT           Processing speed McMillan CT 1 1
## McMillan CT               Visuospatial McMillan CT 1 1
## McMillan CT             Working memory McMillan CT 1 1
## McMillan CT                   Semantic McMillan CT 1 1
## McMillan CT           Processing speed McMillan CT 1 1
## Mecca AP                           Memory Mecca AP 1 0
## Mecca AP                         Semantic Mecca AP 1 0
## Mecca AP                         Semantic Mecca AP 1 0
## Mecca AP               Executive function Mecca AP 1 0
## Mecca AP                 Processing speed Mecca AP 1 0
## Mecca AP                 Processing speed Mecca AP 1 0
## Mecca AP               Executive function Mecca AP 1 0
## Mecca AP                           Memory Mecca AP 1 0
## Mecca AP                           Memory Mecca AP 1 0
## Mecca AP                           Memory Mecca AP 1 0
## Mecca AP                           Memory Mecca AP 1 0
## Mecca AP                               NA Mecca AP 1 0
## Mecca AP                     Visuospatial Mecca AP 1 0
## Mecca AP                               NA Mecca AP 1 0
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 0 1
## Aschenbrenner AJ           Memory Aschenbrenner AJ 0 1
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 0 1
## Aschenbrenner AJ           Memory Aschenbrenner AJ 0 1
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 0 1
## Aschenbrenner AJ           Memory Aschenbrenner AJ 0 1
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 0 1
## Aschenbrenner AJ           Memory Aschenbrenner AJ 0 1
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 1 0
## Aschenbrenner AJ           Memory Aschenbrenner AJ 1 0
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 1 0
## Aschenbrenner AJ           Memory Aschenbrenner AJ 1 0
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 1 0
## Aschenbrenner AJ           Memory Aschenbrenner AJ 1 0
## Aschenbrenner AJ         Semantic Aschenbrenner AJ 1 0
## Aschenbrenner AJ           Memory Aschenbrenner AJ 1 0
## Berenguer RG                   Memory Berenguer RG 1 0
## Berenguer RG                   Memory Berenguer RG 1 0
## Berenguer RG                   Memory Berenguer RG 1 0
## Berenguer RG                   Memory Berenguer RG 1 0
## Besson FL                         Global Besson FL 1 0
## Besson FL                         Global Besson FL 1 0
## Besson FL                         Memory Besson FL 1 0
## Besson FL                         Memory Besson FL 1 0
## Besson FL             Executive function Besson FL 1 0
## Besson FL               Processing speed Besson FL 1 0
## Besson FL                       Semantic Besson FL 1 0
## Besson FL                         Global Besson FL 1 0
## Bilgel M                           Memory Bilgel M 1 0
## Bilgel M                           Memory Bilgel M 1 0
## Bilgel M                           Memory Bilgel M 1 0
## Bilgel M                           Memory Bilgel M 1 0
## Bilgel M                         Semantic Bilgel M 1 0
## Bilgel M                         Semantic Bilgel M 1 0
## Bilgel M               Executive function Bilgel M 1 0
## Bilgel M                 Processing speed Bilgel M 1 0
## Bilgel M                 Processing speed Bilgel M 1 0
## Bilgel M               Executive function Bilgel M 1 0
## Bilgel M                     Visuospatial Bilgel M 1 0
## Casaletto KB                   Memory Casaletto KB 0 1
## Casaletto KB                   Memory Casaletto KB 0 1
## Casaletto KB                   Memory Casaletto KB 1 0
## Casaletto KB         Processing speed Casaletto KB 0 1
## Casaletto KB         Processing speed Casaletto KB 0 1
## Casaletto KB         Processing speed Casaletto KB 0 1
## Casaletto KB         Processing speed Casaletto KB 0 1
## Casaletto KB         Processing speed Casaletto KB 1 0
## Chatterjee P                   Global Chatterjee P 1 0
## Cosentino SA                   Global Cosentino SA 1 0
## Cosentino SA                   Global Cosentino SA 1 0
## Cosentino SA                   Global Cosentino SA 1 0
## Cosentino SA                   Global Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                   Memory Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA                 Semantic Cosentino SA 1 0
## Cosentino SA             Visuospatial Cosentino SA 1 0
## Cosentino SA             Visuospatial Cosentino SA 1 0
## Cosentino SA             Visuospatial Cosentino SA 1 0
## Cosentino SA             Visuospatial Cosentino SA 1 0
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Donohue MC                       Global Donohue MC 1 1
## Donohue MC                       Memory Donohue MC 1 1
## Doraiswamy PM                 Global Doraiswamy PM 1 0
## Doraiswamy PM       Processing speed Doraiswamy PM 1 0
## Doraiswamy PM                     NA Doraiswamy PM 1 0
## Doraiswamy PM                     NA Doraiswamy PM 1 0
## Doraiswamy PM                 Memory Doraiswamy PM 1 0
## Doraiswamy PM                 Memory Doraiswamy PM 1 0
## Doraiswamy PM                 Global Doraiswamy PM 1 0
## Doraiswamy PM                 Global Doraiswamy PM 1 0
## Doraiswamy PM       Processing speed Doraiswamy PM 1 0
## Doraiswamy PM               Semantic Doraiswamy PM 1 0
## Doraiswamy PM               Semantic Doraiswamy PM 1 0
## Doraiswamy PM                 Memory Doraiswamy PM 1 0
## Doraiswamy PM                 Memory Doraiswamy PM 1 0
## Doraiswamy PM                 Global Doraiswamy PM 1 0
## Doraiswamy PM                 Global Doraiswamy PM 1 0
## Dubois B                           Global Dubois B 1 0
## Dubois B                           Memory Dubois B 1 0
## Dubois B                           Memory Dubois B 1 0
## Dubois B                           Memory Dubois B 1 0
## Dubois B                 Processing speed Dubois B 1 0
## Dubois B                 Processing speed Dubois B 1 0
## Dubois B                 Processing speed Dubois B 1 0
## Dubois B                     Visuospatial Dubois B 1 0
## Dubois B                           Memory Dubois B 1 0
## Dubois B                           Memory Dubois B 1 0
## Dubois B                   Working memory Dubois B 1 0
## Dubois B                   Working memory Dubois B 1 0
## Dubois B                     Visuospatial Dubois B 1 0
## Dubois B                     Visuospatial Dubois B 1 0
## Dubois B               Executive function Dubois B 1 0
## Dubois B                 Processing speed Dubois B 1 0
## Dubois B               Executive function Dubois B 1 0
## Dubois B                         Semantic Dubois B 1 0
## Dubois B                         Semantic Dubois B 1 0
## Duchek JM             Executive function Duchek JM 1 0
## Duchek JM             Executive function Duchek JM 1 0
## Duchek JM               Processing speed Duchek JM 1 0
## Duchek JM               Processing speed Duchek JM 1 0
## Ecay-Torres M                 Global Ecay-Torres M 1 0
## Ecay-Torres M           Visuospatial Ecay-Torres M 1 0
## Ecay-Torres M     Executive function Ecay-Torres M 0 1
## Ecay-Torres M     Executive function Ecay-Torres M 0 1
## Farrell ME                       Memory Farrell ME 1 0
## Farrell ME             Processing speed Farrell ME 1 0
## Farrell ME                     Semantic Farrell ME 1 0
## Farrell ME               Working memory Farrell ME 1 0
## Farrell ME                       Global Farrell ME 1 0
## Farrell ME                       Memory Farrell ME 1 0
## Farrell ME             Processing speed Farrell ME 1 0
## Farrell ME                     Semantic Farrell ME 1 0
## Farrell ME               Working memory Farrell ME 1 0
## Farrell ME                       Global Farrell ME 1 0
## Franzmeier N                   Global Franzmeier N 1 1
## Franzmeier N                   Memory Franzmeier N 1 1
## Gangishetti U                 Global Gangishetti U 1 1
## Haapalinna F                   Memory Haapalinna F 1 1
## Hamelin L                         Global Hamelin L 1 0
## Hamelin L                         Global Hamelin L 1 0
## Hamelin L                         Memory Hamelin L 1 0
## Hamelin L                         Memory Hamelin L 1 0
## Hamelin L                         Memory Hamelin L 1 0
## Hamelin L                         Memory Hamelin L 1 0
## Hamelin L                       Semantic Hamelin L 1 0
## Hamelin L                       Semantic Hamelin L 1 0
## Hamelin L               Processing speed Hamelin L 1 0
## Hamelin L                   Visuospatial Hamelin L 1 0
## Hamelin L                 Working memory Hamelin L 1 0
## Hamelin L                       Semantic Hamelin L 1 0
## Zhao Y                               Memory Zhao Y 1 0
## Zhao Y                               Memory Zhao Y 1 0
## Zhao Y                               Memory Zhao Y 1 0
## Zhao Y                               Memory Zhao Y 1 0
## Zhao Y                       Working memory Zhao Y 1 0
## Zhao Y                         Visuospatial Zhao Y 1 0
## Zhao Y                             Semantic Zhao Y 1 0
## Zhao Y                   Executive function Zhao Y 1 0
## Zhao Y                     Processing speed Zhao Y 1 0
## Yaffe K                             Global Yaffe K 1 0
## Yaffe K                             Global Yaffe K 1 0
## Yaffe K                             Global Yaffe K 1 0
## Yaffe K                             Global Yaffe K 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Meng Y                               Global Meng Y 1 0
## Merrill DA                 Visuospatial Merrill DA 1 0
## Mielke MM                       Semantic Mielke MM 1 1
## Mielke MM                         Memory Mielke MM 1 1
## Mielke MM                         Global Mielke MM 1 1
## Mielke MM             Executive function Mielke MM 1 1
## Mielke MM                   Visuospatial Mielke MM 1 1
## Mielke MM                         Global Mielke MM 1 0
## Mielke MM                         Memory Mielke MM 1 0
## Mielke MM                         Global Mielke MM 1 0
## Mielke MM                         Memory Mielke MM 1 0
## Mielke MM                       Semantic Mielke MM 1 0
## Mielke MM             Executive function Mielke MM 1 0
## Mok VC                               Global Mok VC 1 0
## Molinuevo JL                   Global Molinuevo JL 1 1
## Molinuevo JL                   Global Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                   Memory Molinuevo JL 1 1
## Molinuevo JL                 Semantic Molinuevo JL 1 1
## Molinuevo JL         Processing speed Molinuevo JL 1 1
## Molinuevo JL       Executive function Molinuevo JL 1 1
## Moon YS                             Global Moon YS 1 0
## Moon YS                             Global Moon YS 1 0
## Mueller SG                       Global Mueller SG 1 0
## Mueller SG                       Memory Mueller SG 1 0
## Mueller SG                       Memory Mueller SG 1 0
## Mueller SG                       Memory Mueller SG 1 0
## Nakamura A                       Global Nakamura A 1 0
## Nakamura A                       Global Nakamura A 1 0
## Nakamura A                       Memory Nakamura A 1 0
## Nakamura A                       Memory Nakamura A 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                     Visuospatial Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                     Visuospatial Nebes RD 1 0
## Nebes RD                         Semantic Nebes RD 1 0
## Nebes RD               Executive function Nebes RD 1 0
## Nebes RD                         Semantic Nebes RD 1 0
## Nebes RD                 Processing speed Nebes RD 1 0
## Nebes RD               Executive function Nebes RD 1 0
## Nebes RD                           Memory Nebes RD 1 0
## Nebes RD                   Working memory Nebes RD 1 0
## Nebes RD                   Working memory Nebes RD 1 0
## Nebes RD                 Processing speed Nebes RD 1 0
## Nebes RD                 Processing speed Nebes RD 1 0
## Nebes RD               Executive function Nebes RD 1 0
## Okereke OI                       Global Okereke OI 1 0
## Ossenkoppele R               Global Ossenkoppele R 1 0
## Ossenkoppele R               Memory Ossenkoppele R 1 0
## Ossenkoppele R               Memory Ossenkoppele R 1 0
## Ossenkoppele R       Working memory Ossenkoppele R 1 0
## Ossenkoppele R             Semantic Ossenkoppele R 1 0
## Ossenkoppele R   Executive function Ossenkoppele R 1 0
## Ossenkoppele R               Global Ossenkoppele R 1 0
## Ossenkoppele R               Memory Ossenkoppele R 1 0
## Ossenkoppele R               Memory Ossenkoppele R 1 0
## Ossenkoppele R       Working memory Ossenkoppele R 1 0
## Ossenkoppele R             Semantic Ossenkoppele R 1 0
## Ossenkoppele R   Executive function Ossenkoppele R 1 0
## Palmqvist S                     Global Palmqvist S 1 1
## Palmqvist S                     Memory Palmqvist S 1 1
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                 Visuospatial Hammers DB 1 0
## Hammers DB                     Semantic Hammers DB 1 0
## Hammers DB           Executive function Hammers DB 1 0
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                       Global Hammers DB 1 0
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                 Visuospatial Hammers DB 1 0
## Hammers DB                     Semantic Hammers DB 1 0
## Hammers DB           Executive function Hammers DB 1 0
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                       Global Hammers DB 1 0
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                 Visuospatial Hammers DB 1 0
## Hammers DB                     Semantic Hammers DB 1 0
## Hammers DB           Executive function Hammers DB 1 0
## Hammers DB                       Memory Hammers DB 1 0
## Hammers DB                       Global Hammers DB 1 0
## Hanseeuw BJ                     Global Hanseeuw BJ 1 0
## Hanseeuw BJ                     Memory Hanseeuw BJ 1 0
## Harrington KD                 Global Harrington KD 1 0
## Harrington KD                 Memory Harrington KD 1 0
## Harrington KD     Executive function Harrington KD 1 0
## Harrington KD       Processing speed Harrington KD 1 0
## Harrington KD                 Memory Harrington KD 1 0
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG       Processing speed Harrington MG 1 1
## Harrington MG               Semantic Harrington MG 1 1
## Harrington MG           Visuospatial Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG                 Memory Harrington MG 1 1
## Harrington MG                 Memory Harrington MG 1 1
## Harrington MG                 Memory Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Harrington MG     Executive function Harrington MG 1 1
## Jacobs HIL                       Global Jacobs HIL 1 1
## Jacobs HIL                       Memory Jacobs HIL 1 1
## Tolboom                             Global Tolboom 1 0
## Tolboom                             Global Tolboom 1 0
## Schott JM                         Global Schott JM 1 0
## Schott JM                         Global Schott JM 1 0
## Schott JM                         Memory Schott JM 1 0
## Schott JM                       Semantic Schott JM 1 0
## Schott JM                       Semantic Schott JM 1 0
## Schott JM               Processing speed Schott JM 1 0
## Schott JM             Executive function Schott JM 1 0
## 
## Number of studies combined: k = 785
## 
##                         COR            95%-CI    t  p-value
## Random effects model 0.0393 [ 0.0203; 0.0583] 4.06 < 0.0001
## Prediction interval         [-0.4291; 0.4911]              
## 
## Quantifying heterogeneity:
##  tau^2 = 0.0643 [0.0530; 0.0682]; tau = 0.2536 [0.2302; 0.2612]
##  I^2 = 88.7% [88.0%; 89.3%]; H = 2.97 [2.89; 3.05]
## 
## Test of heterogeneity:
##        Q d.f. p-value
##  6923.09  784       0
## 
## Results for subgroups (random effects model):
##                                               k     COR             95%-CI
## byvar = Working memory Rolstad 1 0            1  0.3950 [ 0.1568;  0.5897]
## byvar = Semantic Rolstad 1 0                  1  0.4254 [ 0.1923;  0.6131]
## byvar = Memory Gu 1 0                         4  0.0512 [ 0.0241;  0.0782]
## byvar = Memory Horn MM 1 0                    1  0.9585 [ 0.9452;  0.9685]
## byvar = Memory Hoscheidt SM 1 1               1  0.0964 [-0.1417;  0.3241]
## byvar = Global Hosokawa C 1 0                 1  0.7628 [ 0.6600;  0.8376]
## byvar = Global Adamczuk K 1 0                 2  0.2272 [ 0.2272;  0.2272]
## byvar = Memory Adamczuk K 1 0                 8  0.1479 [ 0.0892;  0.2056]
## byvar = Semantic Adamczuk K 1 0               6 -0.0273 [-0.0838;  0.0293]
## byvar = Executive function Adamczuk K 1 0     2  0.2085 [ 0.2085;  0.2085]
## byvar = Visuospatial Adamczuk K 1 0           4 -0.0001 [-0.5412;  0.5411]
## byvar = Global Aizenstein HJ 1 0              2 -0.1215 [-0.1215; -0.1215]
## byvar = Visuospatial Aizenstein HJ 1 0        2 -0.0764 [-0.6923;  0.6039]
## byvar = Executive function Aizenstein H ...   3 -0.1221 [-0.7655;  0.6434]
## byvar = Semantic Aizenstein HJ 1 0            2 -0.1117 [-0.8886;  0.8308]
## byvar = Memory Aizenstein HJ 1 0              3 -0.3407 [-0.9441;  0.7876]
## byvar = Working memory Aizenstein HJ 1 0      4 -0.0319 [-0.6548;  0.6168]
## byvar = Processing speed Aizenstein HJ 1 0    4 -0.1574 [-0.4435;  0.1579]
## byvar = Global Pomara N 1 0                   2  0.0351 [-0.9999;  0.9999]
## byvar = Global Radanovic M 0 1                2 -0.2454 [-0.6516;  0.2702]
## byvar = Global Radanovic M 1 1                1  0.2070 [-0.0643;  0.4498]
## byvar = Global Radanovic M 1 0                1  0.2110 [-0.0602;  0.4532]
## byvar = Global Rentz DM 1 0                   3 -0.0118 [-0.2275;  0.2051]
## byvar = Global Rentz DM 0 1                   3 -0.0198 [-0.3790;  0.3446]
## byvar = Global Rentz DM 1 1                   2 -0.0708 [-0.5926;  0.4929]
## byvar = Memory Resnick SM 1 0                 2 -0.1485 [-0.2698; -0.0225]
## byvar = Executive function Resnick SM 1 0     1  0.1646 [-0.1163;  0.4211]
## byvar = Global Resnick SM 1 0                 1 -0.2056 [-0.4553;  0.0742]
## byvar = Global Roberts RO 1 0                 2  0.1433 [-0.8402;  0.9070]
## byvar = Memory Roberts RO 1 0                 2  0.1016 [-0.6064;  0.7198]
## byvar = Global Roe CM 0 1                     2  0.0477 [-0.0440;  0.1386]
## byvar = Global Roe CM 1 1                     2  0.0953 [ 0.0619;  0.1284]
## byvar = Global Roe CM 1 0                     1  0.0678 [-0.0269;  0.1614]
## byvar = Memory Rosenberg PB 1 0               1 -0.1500 [-0.6150;  0.3924]
## byvar = Semantic Rosenberg PB 1 0             1  0.1800 [-0.3660;  0.6338]
## byvar = Global Rosenberg PB 1 0               2  0.1897 [-0.9998;  0.9999]
## byvar = Processing speed Schindler SE 1 1     5 -0.0092 [-0.0473;  0.0289]
## byvar = Memory Schindler SE 1 0               6  0.0379 [-0.0236;  0.0990]
## byvar = Global Schindler SE 1 0               4  0.0518 [-0.0014;  0.1047]
## byvar = Working memory Schindler SE 1 0       2  0.1102 [-0.9026;  0.9363]
## byvar = Executive function Schindler SE 1 0   2  0.1073 [-0.7479;  0.8285]
## byvar = Processing speed Schindler SE 1 0     2  0.0065 [-0.1759;  0.1885]
## byvar = Semantic Schindler SE 1 0             2 -0.0070 [-0.2672;  0.2542]
## byvar = Memory Schindler SE 0 1              12 -0.0407 [-0.0808; -0.0004]
## byvar = Global Schindler SE 0 1               8 -0.0164 [-0.0303; -0.0024]
## byvar = Working memory Schindler SE 0 1       4 -0.0022 [-0.1361;  0.1319]
## byvar = Executive function Schindler SE 0 1   4  0.0514 [-0.0532;  0.1549]
## byvar = Processing speed Schindler SE 0 1     4  0.0038 [-0.0298;  0.0373]
## byvar = Semantic Schindler SE 0 1             4 -0.0250 [-0.0860;  0.0361]
## byvar = Memory Schindler SE 1 1              12 -0.0797 [-0.1368; -0.0221]
## byvar = Global Schindler SE 1 1              10 -0.0352 [-0.0938;  0.0236]
## byvar = Working memory Schindler SE 1 1       4 -0.0593 [-0.1683;  0.0511]
## byvar = Executive function Schindler SE 1 1   5 -0.0543 [-0.1216;  0.0134]
## byvar = Semantic Schindler SE 1 1             5 -0.0081 [-0.0692;  0.0530]
## byvar = Executive function Sala-Llonch  ...   3 -0.0098 [-0.3926;  0.3759]
## byvar = Memory Sala-Llonch R 1 0              2 -0.0525 [-0.1912;  0.0883]
## byvar = Global Sala-Llonch R 1 0              2  0.0320 [-0.7479;  0.7748]
## byvar = Global Sierra-Rio A 1 1               1  0.0475 [-0.2206;  0.3089]
## byvar = Memory Song Z 1 0                     8  0.0423 [-0.0544;  0.1383]
## byvar = Processing speed Song Z 1 0          11  0.1346 [ 0.0297;  0.2366]
## byvar = Working memory Song Z 1 0             4  0.0527 [-0.1580;  0.2588]
## byvar = Global Song Z 1 0                     2  0.0674 [-0.6746;  0.7416]
## byvar = Semantic Song Z 1 0                   3 -0.0602 [-0.2437;  0.1274]
## byvar = Global Stomrud E 1 0                  4 -0.1019 [-0.4100;  0.2272]
## byvar = Global Stomrud E 0 1                  8  0.0282 [-0.0470;  0.1032]
## byvar = Memory Stomrud E 0 1                  4 -0.0955 [-0.1316; -0.0592]
## byvar = Memory Stomrud E 1 0                  2 -0.2928 [-0.9844;  0.9487]
## byvar = Processing speed Stomrud E 0 1        5  0.0144 [-0.1147;  0.1431]
## byvar = Processing speed Stomrud E 1 0        3 -0.4516 [-0.6323; -0.2243]
## byvar = Visuospatial Stomrud E 0 1            2 -0.0570 [-0.1328;  0.0194]
## byvar = Visuospatial Stomrud E 1 0            1  0.1910 [-0.1418;  0.4850]
## byvar = Executive function Timmers T 1 0      8 -0.0186 [-0.0977;  0.0607]
## byvar = Semantic Timmers T 1 0                4 -0.0093 [-0.0528;  0.0341]
## byvar = Global Timmers T 1 0                  2 -0.0984 [-0.7216;  0.6129]
## byvar = Memory Timmers T 1 0                 10 -0.1238 [-0.2115; -0.0342]
## byvar = Working memory Timmers T 1 0          4 -0.0471 [-0.1933;  0.1012]
## byvar = Processing speed Timmers T 1 0        8 -0.0019 [-0.0041;  0.0003]
## byvar = Global Storandt M 1 0                 2  0.0627 [-0.5935;  0.6688]
## byvar = Memory Storandt M 1 0                 1  0.0041 [-0.1650;  0.1729]
## byvar = Visuospatial Storandt M 1 0           1  0.0164 [-0.1530;  0.1849]
## byvar = Working memory Storandt M 1 0         1  0.0164 [-0.1530;  0.1849]
## byvar = Global Tardif CL 1 0                  2 -0.1318 [-1.0000;  0.9999]
## byvar = Global Tardif CL 0 1                  2  0.3570 [ 0.3054;  0.4066]
## byvar = Global Teipel SJ 1 0                  1 -0.1100 [-0.2174; -0.0000]
## byvar = Memory Teipel SJ 1 0                  1 -0.1100 [-0.2174; -0.0000]
## byvar = Global van Bergen JMG 1 0             1 -0.0448 [-0.2253;  0.1387]
## byvar = Executive function van Harten A ...   4 -0.0378 [-0.1830;  0.1089]
## byvar = Semantic van Harten AC 1 0            2  0.0109 [-0.0352;  0.0569]
## byvar = Global van Harten AC 1 0              2 -0.0794 [-0.7191;  0.6332]
## byvar = Memory van Harten AC 0 1              4 -0.0543 [-0.0742; -0.0344]
## byvar = Executive function van Harten A ...   8 -0.0000 [-0.0159;  0.0159]
## byvar = Semantic van Harten AC 0 1            4 -0.0167 [-0.0446;  0.0113]
## byvar = Global van Harten AC 0 1              4 -0.0344 [-0.0661; -0.0027]
## byvar = Memory van Harten AC 1 1              2 -0.1045 [-0.6046;  0.4548]
## byvar = Executive function van Harten A ...   4 -0.0307 [-0.1480;  0.0874]
## byvar = Semantic van Harten AC 1 1            2  0.0015 [-0.3352;  0.3378]
## byvar = Global van Harten AC 1 1              2 -0.0722 [-0.7577;  0.6890]
## byvar = Memory van Harten AC 1 0              2 -0.0992 [-0.5557;  0.4034]
## byvar = Global Visser PJ 1 1                  3 -0.0103 [-0.1136;  0.0932]
## byvar = Memory Visser PJ 1 1                  1  0.0449 [-0.2159;  0.2997]
## byvar = Global Xiong C 0 1                    4 -0.2344 [-0.5111;  0.0862]
## byvar = Global Xiong C 1 0                    4 -0.0560 [-0.3770;  0.2769]
## byvar = Memory Huang KL 1 0                   1 -0.5600 [-0.8682;  0.0600]
## byvar = Global Insel PS 1 0                   1  0.0458 [-0.0626;  0.1532]
## byvar = Processing speed Insel PS 1 0         1  0.1831 [ 0.0765;  0.2856]
## byvar = Executive function Insel PS 1 0       1 -0.0833 [-0.1897;  0.0251]
## byvar = Global Janelidze S 1 0                1  0.1162 [ 0.0295;  0.2011]
## byvar = Global Jansen WJ 1 0                  1  0.0709 [ 0.0347;  0.1070]
## byvar = Memory Jansen WJ 1 0                  1  0.0884 [ 0.0523;  0.1244]
## byvar = Working memory Kang JM 0 1            2  0.1263 [-0.6977;  0.8064]
## byvar = Semantic Kang JM 0 1                  1 -0.0500 [-0.3452;  0.2542]
## byvar = Memory Kang JM 0 1                    6 -0.0567 [-0.1798;  0.0682]
## byvar = Processing speed Kang JM 0 1          1 -0.0310 [-0.3283;  0.2719]
## byvar = Executive function Kang JM 0 1        1  0.1470 [-0.1604;  0.4284]
## byvar = Global Kato M 1 0                     2  0.3581 [-0.6728;  0.9163]
## byvar = Global Kawas CH 1 0                   4  0.7994 [-0.4666;  0.9910]
## byvar = Memory Kawas CH 1 0                   2 -0.1154 [-0.9991;  0.9986]
## byvar = Semantic Kawas CH 1 0                 2  0.1927 [-0.9944;  0.9974]
## byvar = Global Kemppainen N 1 0               2  0.1046 [-0.8424;  0.8935]
## byvar = Executive function Kemppainen N 1 0   1  0.3277 [ 0.0481;  0.5597]
## byvar = Processing speed Kemppainen N 1 0     1  0.1730 [-0.1169;  0.4357]
## byvar = Memory Kemppainen N 1 0               3  0.0317 [-0.2884;  0.3454]
## byvar = Memory Konijnenberg E 1 0            12  0.0357 [-0.0238;  0.0949]
## byvar = Global Konijnenberg E 1 0             2 -0.0079 [-0.5845;  0.5740]
## byvar = Global Kristofikova Z 1 1             4 -0.0395 [-0.2617;  0.1866]
## byvar = Global Kristofikova Z 1 0             1 -0.1720 [-0.6289;  0.3731]
## byvar = Global Kristofikova Z 0 1             2 -0.5185 [-0.9459;  0.5669]
## byvar = Global Lafirdeen ASM 1 1              1  0.2219 [ 0.1904;  0.2529]
## byvar = Global Leahey TM 1 0                  1 -0.3400 [-0.6047; -0.0076]
## byvar = Memory Liguori C 1 1                  3  0.7490 [ 0.6150;  0.8409]
## byvar = Global Lilamand M 1 0                 3 -0.2091 [-0.9189;  0.8203]
## byvar = Memory Lilamand M 1 0                 1 -0.5014 [-0.5858; -0.4061]
## byvar = Executive function Lilamand M 1 0     1 -0.6280 [-0.6954; -0.5497]
## byvar = Global Lim YY 1 0                     2  0.0077 [-0.5818;  0.5919]
## byvar = Working memory Lim YY 1 0             2  0.1136 [-0.8739;  0.9182]
## byvar = Memory Lim YY 1 0                     3  0.1850 [-0.0604;  0.4093]
## byvar = Processing speed Lim YY 1 0           1 -0.2329 [-0.4544;  0.0158]
## byvar = Memory Llado-Saz S 1 0               11  0.0673 [-0.0638;  0.1961]
## byvar = Visuospatial Llado-Saz S 1 0          1  0.1051 [-0.0756;  0.2791]
## byvar = Global Llado-Saz S 1 0                2  0.1502 [-0.6802;  0.8117]
## byvar = Processing speed Llado-Saz S 1 0      6  0.1299 [-0.0050;  0.2601]
## byvar = Global Lu K 1 0                       2 -0.2053 [-0.5867;  0.2508]
## byvar = Processing speed Lu K 1 0             1 -0.1600 [-0.2441; -0.0735]
## byvar = Memory Lu K 1 0                       5 -0.1612 [-0.2921; -0.0242]
## byvar = Working memory Lu K 1 0               1 -0.3900 [-0.4618; -0.3132]
## byvar = Global Martikainen IK 1 0             2  0.0304 [-0.3421;  0.3948]
## byvar = Memory Martikainen IK 1 0             1 -0.1323 [-0.4263;  0.1869]
## byvar = Executive function Martikainen  ...   1  0.2671 [-0.0484;  0.5342]
## byvar = Processing speed Martikainen IK 1 0   1  0.0975 [-0.2207;  0.3970]
## byvar = Global McMillan CT 1 1                2 -0.0973 [-1.0000;  1.0000]
## byvar = Memory McMillan CT 1 1                1 -0.1654 [-0.3066; -0.0170]
## byvar = Processing speed McMillan CT 1 1      2  0.2611 [-0.9962;  0.9987]
## byvar = Visuospatial McMillan CT 1 1          1  0.0000 [-0.1488;  0.1488]
## byvar = Working memory McMillan CT 1 1        1 -0.1654 [-0.3066; -0.0170]
## byvar = Semantic McMillan CT 1 1              1  0.3001 [ 0.1584;  0.4297]
## byvar = Memory Mecca AP 1 0                   5 -0.0372 [-0.1941;  0.1216]
## byvar = Semantic Mecca AP 1 0                 2  0.2979 [-0.7703;  0.9268]
## byvar = Executive function Mecca AP 1 0       2  0.2451 [ 0.0473;  0.4243]
## byvar = Processing speed Mecca AP 1 0         2  0.0353 [-0.8265;  0.8476]
## byvar = NA Mecca AP 1 0                       2  0.0052 [-0.9867;  0.9870]
## byvar = Visuospatial Mecca AP 1 0             1  0.1000 [-0.1994;  0.3823]
## byvar = Semantic Aschenbrenner AJ 0 1         4 -0.0126 [-0.1898;  0.1655]
## byvar = Memory Aschenbrenner AJ 0 1           4 -0.0335 [-0.3410;  0.2805]
## byvar = Semantic Aschenbrenner AJ 1 0         4  0.0302 [-0.1263;  0.1852]
## byvar = Memory Aschenbrenner AJ 1 0           4  0.0010 [-0.5220;  0.5235]
## byvar = Memory Berenguer RG 1 0               4  0.0181 [-0.5934;  0.6164]
## byvar = Global Besson FL 1 0                  3 -0.0506 [-0.2046;  0.1057]
## byvar = Memory Besson FL 1 0                  2 -0.1120 [-0.8566;  0.7839]
## byvar = Executive function Besson FL 1 0      1 -0.1958 [-0.4405;  0.0759]
## byvar = Processing speed Besson FL 1 0        1 -0.2312 [-0.4699;  0.0390]
## byvar = Semantic Besson FL 1 0                1 -0.3633 [-0.5751; -0.1058]
## byvar = Memory Bilgel M 1 0                   4 -0.0290 [-0.0864;  0.0285]
## byvar = Semantic Bilgel M 1 0                 2  0.0075 [-0.2358;  0.2499]
## byvar = Executive function Bilgel M 1 0       2 -0.0015 [-0.0333;  0.0303]
## byvar = Processing speed Bilgel M 1 0         2  0.0120 [-0.0007;  0.0247]
## byvar = Visuospatial Bilgel M 1 0             1  0.0120 [-0.1626;  0.1858]
## byvar = Memory Casaletto KB 0 1               2 -0.1550 [-0.3378;  0.0390]
## byvar = Memory Casaletto KB 1 0               1 -0.0200 [-0.1902;  0.1514]
## byvar = Processing speed Casaletto KB 0 1     4 -0.2810 [-0.4611; -0.0786]
## byvar = Processing speed Casaletto KB 1 0     1 -0.0300 [-0.1998;  0.1416]
## byvar = Global Chatterjee P 1 0               1 -0.1246 [-0.3133;  0.0736]
## byvar = Global Cosentino SA 1 0               4  0.4558 [-0.4002;  0.8871]
## byvar = Memory Cosentino SA 1 0               8 -0.0188 [-0.0301; -0.0074]
## byvar = Semantic Cosentino SA 1 0             8 -0.0213 [-0.0282; -0.0143]
## byvar = Visuospatial Cosentino SA 1 0         4 -0.0125 [-0.0205; -0.0045]
## byvar = Global Donohue MC 1 1                17  0.2238 [ 0.1393;  0.3051]
## byvar = Memory Donohue MC 1 1                 8  0.1796 [ 0.1376;  0.2209]
## byvar = Global Doraiswamy PM 1 0              5  0.3285 [-0.5943;  0.8779]
## byvar = Processing speed Doraiswamy PM 1 0    2  0.6884 [-1.0000;  1.0000]
## byvar = NA Doraiswamy PM 1 0                  2  0.1173 [-0.1792;  0.3943]
## byvar = Memory Doraiswamy PM 1 0              4  0.6090 [-0.1356;  0.9140]
## byvar = Semantic Doraiswamy PM 1 0            2  0.5531 [-0.0360;  0.8569]
## byvar = Global Dubois B 1 0                   1  0.1214 [ 0.0115;  0.2283]
## byvar = Memory Dubois B 1 0                   5  0.0576 [-0.0024;  0.1172]
## byvar = Processing speed Dubois B 1 0         4 -0.1985 [-0.6508;  0.3577]
## byvar = Visuospatial Dubois B 1 0             3  0.0528 [-0.0729;  0.1768]
## byvar = Working memory Dubois B 1 0           2  0.2481 [-0.9992;  0.9997]
## byvar = Executive function Dubois B 1 0       2  0.0365 [-0.8235;  0.8457]
## byvar = Semantic Dubois B 1 0                 2  0.0275 [-0.4003;  0.4454]
## byvar = Executive function Duchek JM 1 0      2  0.2005 [-0.3078;  0.6198]
## byvar = Processing speed Duchek JM 1 0        2 -0.0035 [-0.0773;  0.0703]
## byvar = Global Ecay-Torres M 1 0              1  0.0000 [-0.1272;  0.1272]
## byvar = Visuospatial Ecay-Torres M 1 0        1  0.0000 [-0.1272;  0.1272]
## byvar = Executive function Ecay-Torres  ...   2  0.0054 [-0.0631;  0.0739]
## byvar = Memory Farrell ME 1 0                 2 -0.0756 [-0.5796;  0.4701]
## byvar = Processing speed Farrell ME 1 0       2 -0.0855 [-0.3572;  0.1995]
## byvar = Semantic Farrell ME 1 0               2 -0.0982 [-0.2267;  0.0336]
## byvar = Working memory Farrell ME 1 0         2 -0.0637 [-0.3545;  0.2384]
## byvar = Global Farrell ME 1 0                 2 -0.0531 [-0.5067;  0.4235]
## byvar = Global Franzmeier N 1 1               1  0.2613 [-0.0215;  0.5054]
## byvar = Memory Franzmeier N 1 1               1  0.1204 [-0.1665;  0.3884]
## byvar = Global Gangishetti U 1 1              1  0.1009 [-0.2021;  0.3862]
## byvar = Memory Haapalinna F 1 1               1 -0.2860 [-0.5087; -0.0275]
## byvar = Global Hamelin L 1 0                  2  0.1535 [-0.0253;  0.3227]
## byvar = Memory Hamelin L 1 0                  4  0.2794 [-0.1865;  0.6427]
## byvar = Semantic Hamelin L 1 0                3 -0.0027 [-0.6462;  0.6431]
## byvar = Processing speed Hamelin L 1 0        1 -0.2889 [-0.6757;  0.2226]
## byvar = Visuospatial Hamelin L 1 0            1  0.0000 [-0.4806;  0.4806]
## byvar = Working memory Hamelin L 1 0          1  0.0000 [-0.4806;  0.4806]
## byvar = Memory Zhao Y 1 0                     4  0.1257 [ 0.0414;  0.2082]
## byvar = Working memory Zhao Y 1 0             1 -0.2070 [-0.3448; -0.0605]
## byvar = Visuospatial Zhao Y 1 0               1  0.1463 [-0.0021;  0.2884]
## byvar = Semantic Zhao Y 1 0                   1 -0.0578 [-0.2043;  0.0914]
## byvar = Executive function Zhao Y 1 0         1  0.1866 [ 0.0393;  0.3259]
## byvar = Processing speed Zhao Y 1 0           1 -0.2456 [-0.3801; -0.1009]
## byvar = Global Yaffe K 1 0                    4 -0.0511 [-0.1416;  0.0403]
## byvar = Global Meng Y 1 0                    18  0.0251 [-0.0371;  0.0872]
## byvar = Visuospatial Merrill DA 1 0           1  0.2700 [ 0.0458;  0.4683]
## byvar = Semantic Mielke MM 1 1                1 -0.0522 [-0.2323;  0.1314]
## byvar = Memory Mielke MM 1 1                  1  0.0058 [-0.1775;  0.1887]
## byvar = Global Mielke MM 1 1                  1  0.0117 [-0.1718;  0.1944]
## byvar = Executive function Mielke MM 1 1      1 -0.0117 [-0.1952;  0.1726]
## byvar = Visuospatial Mielke MM 1 1            1  0.0759 [-0.1096;  0.2562]
## byvar = Global Mielke MM 1 0                  2 -0.0624 [-0.3894;  0.2786]
## byvar = Memory Mielke MM 1 0                  2 -0.0494 [-0.0701; -0.0286]
## byvar = Semantic Mielke MM 1 0                1 -0.0679 [-0.1562;  0.0214]
## byvar = Executive function Mielke MM 1 0      1 -0.0859 [-0.1738;  0.0033]
## byvar = Global Mok VC 1 0                     1  0.1400 [-0.0898;  0.3557]
## byvar = Global Molinuevo JL 1 1               2  0.1326 [-0.3673;  0.5731]
## byvar = Memory Molinuevo JL 1 1               6  0.0734 [-0.0976;  0.2401]
## byvar = Semantic Molinuevo JL 1 1             1  0.1029 [-0.2242;  0.4091]
## byvar = Processing speed Molinuevo JL 1 1     1 -0.1079 [-0.4133;  0.2193]
## byvar = Executive function Molinuevo JL 1 1   1 -0.1632 [-0.4589;  0.1651]
## byvar = Global Moon YS 1 0                    2  0.8524 [-1.0000;  1.0000]
## byvar = Global Mueller SG 1 0                 1  0.1524 [-0.1286;  0.4107]
## byvar = Memory Mueller SG 1 0                 3  0.0124 [-0.2069;  0.2304]
## byvar = Global Nakamura A 1 0                 2 -0.0190 [-0.5162;  0.4878]
## byvar = Memory Nakamura A 1 0                 2 -0.0142 [-0.2006;  0.1733]
## byvar = Memory Nebes RD 1 0                   7  0.0426 [-0.0638;  0.1479]
## byvar = Visuospatial Nebes RD 1 0             2  0.0501 [-0.1042;  0.2021]
## byvar = Semantic Nebes RD 1 0                 2  0.0293 [-0.5292;  0.5702]
## byvar = Executive function Nebes RD 1 0       3  0.1023 [-0.3217;  0.4921]
## byvar = Processing speed Nebes RD 1 0         3  0.1507 [-0.3527;  0.5864]
## byvar = Working memory Nebes RD 1 0           2  0.0898 [-0.1712;  0.3390]
## byvar = Global Okereke OI 1 0                 1  0.0000 [-0.0894;  0.0894]
## byvar = Global Ossenkoppele R 1 0             2 -0.0878 [-0.9591;  0.9423]
## byvar = Memory Ossenkoppele R 1 0             4 -0.0990 [-0.4120;  0.2349]
## byvar = Working memory Ossenkoppele R 1 0     2 -0.0477 [-0.3204;  0.2322]
## byvar = Semantic Ossenkoppele R 1 0           2  0.0298 [-0.2183;  0.2743]
## byvar = Executive function Ossenkoppele ...   2 -0.0017 [-0.4871;  0.4845]
## byvar = Global Palmqvist S 1 1                1 -0.3200 [-0.4734; -0.1478]
## byvar = Memory Palmqvist S 1 1                1 -0.2800 [-0.4386; -0.1045]
## byvar = Memory Hammers DB 1 0                 6  0.6897 [ 0.5987;  0.7631]
## byvar = Visuospatial Hammers DB 1 0           3  0.2587 [-0.0032;  0.4874]
## byvar = Semantic Hammers DB 1 0               3  0.4254 [ 0.2203;  0.5945]
## byvar = Executive function Hammers DB 1 0     3  0.3633 [ 0.2424;  0.4730]
## byvar = Global Hammers DB 1 0                 3  0.6208 [ 0.2189;  0.8426]
## byvar = Global Hanseeuw BJ 1 0                1  0.1777 [ 0.0612;  0.2895]
## byvar = Memory Hanseeuw BJ 1 0                1 -0.0411 [-0.1582;  0.0771]
## byvar = Global Harrington KD 1 0              1  0.0829 [-0.0053;  0.1699]
## byvar = Memory Harrington KD 1 0              2 -0.0467 [-0.1787;  0.0869]
## byvar = Executive function Harrington K ...   1 -0.0326 [-0.1205;  0.0558]
## byvar = Processing speed Harrington KD 1 0    1 -0.0127 [-0.1008;  0.0756]
## byvar = Executive function Harrington M ...   7  0.3042 [ 0.2004;  0.4011]
## byvar = Processing speed Harrington MG 1 1    1  0.1249 [-0.1717;  0.4006]
## byvar = Semantic Harrington MG 1 1            1  0.2235 [-0.0715;  0.4825]
## byvar = Visuospatial Harrington MG 1 1        1  0.1928 [-0.1032;  0.4575]
## byvar = Memory Harrington MG 1 1              3 -0.0673 [-0.4365;  0.3213]
## byvar = Global Jacobs HIL 1 1                 1  0.0760 [-0.0471;  0.1967]
## byvar = Memory Jacobs HIL 1 1                 1 -0.0012 [-0.1237;  0.1215]
## byvar = Global Tolboom 1 0                    2 -0.5995 [-0.9996;  0.9936]
## byvar = Global Schott JM 1 0                  2  0.1334 [-0.3568;  0.5660]
## byvar = Memory Schott JM 1 0                  1 -0.0303 [-0.2207;  0.1623]
## byvar = Semantic Schott JM 1 0                2 -0.0367 [-0.6122;  0.5643]
## byvar = Processing speed Schott JM 1 0        1  0.1260 [-0.0673;  0.3102]
## byvar = Executive function Schott JM 1 0      1  0.2817 [ 0.0952;  0.4491]
##                                               tau^2     tau      Q   I^2
## byvar = Working memory Rolstad 1 0               --      --   0.00    --
## byvar = Semantic Rolstad 1 0                     --      --   0.00    --
## byvar = Memory Gu 1 0                       <0.0001  0.0066   0.71  0.0%
## byvar = Memory Horn MM 1 0                       --      --   0.00    --
## byvar = Memory Hoscheidt SM 1 1                  --      --   0.00    --
## byvar = Global Hosokawa C 1 0                    --      --   0.00    --
## byvar = Global Adamczuk K 1 0                     0       0   0.00  0.0%
## byvar = Memory Adamczuk K 1 0                0.0010  0.0311   1.88  0.0%
## byvar = Semantic Adamczuk K 1 0              0.0003  0.0182   0.77  0.0%
## byvar = Executive function Adamczuk K 1 0         0       0   0.00  0.0%
## byvar = Visuospatial Adamczuk K 1 0          0.1235  0.3514  23.04 87.0%
## byvar = Global Aizenstein HJ 1 0                  0       0   0.00  0.0%
## byvar = Visuospatial Aizenstein HJ 1 0       0.0007  0.0267   0.21  0.0%
## byvar = Executive function Aizenstein H ...  0.0919  0.3032   8.66 76.9%
## byvar = Semantic Aizenstein HJ 1 0           0.0057  0.0752   0.74  0.0%
## byvar = Memory Aizenstein HJ 1 0             0.2846  0.5335  20.26 90.1%
## byvar = Working memory Aizenstein HJ 1 0     0.1906  0.4366  23.43 87.2%
## byvar = Processing speed Aizenstein HJ 1 0   0.0204  0.1429   4.19 28.4%
## byvar = Global Pomara N 1 0                  0.2671  0.5168   9.95 89.9%
## byvar = Global Radanovic M 0 1               0.0003  0.0167   0.18  0.0%
## byvar = Global Radanovic M 1 1                   --      --   0.00    --
## byvar = Global Radanovic M 1 0                   --      --   0.00    --
## byvar = Global Rentz DM 1 0                  0.0032  0.0562   2.03  1.7%
## byvar = Global Rentz DM 0 1                  0.0156  0.1248   6.06 67.0%
## byvar = Global Rentz DM 1 1                  0.0011  0.0327   0.60  0.0%
## byvar = Memory Resnick SM 1 0               <0.0001  0.0010   0.01  0.0%
## byvar = Executive function Resnick SM 1 0        --      --   0.00    --
## byvar = Global Resnick SM 1 0                    --      --   0.00    --
## byvar = Global Roberts RO 1 0                0.0218  0.1478  34.42 97.1%
## byvar = Memory Roberts RO 1 0                0.0069  0.0830  11.96 91.6%
## byvar = Global Roe CM 0 1                   <0.0001  0.0015   0.04  0.0%
## byvar = Global Roe CM 1 1                   <0.0001  0.0002   0.01  0.0%
## byvar = Global Roe CM 1 0                        --      --   0.00    --
## byvar = Memory Rosenberg PB 1 0                  --      --   0.00    --
## byvar = Semantic Rosenberg PB 1 0                --      --   0.00    --
## byvar = Global Rosenberg PB 1 0              0.1889  0.4346   3.55 71.8%
## byvar = Processing speed Schindler SE 1 1    0.0001  0.0118   0.87  0.0%
## byvar = Memory Schindler SE 1 0              0.0014  0.0369   3.94  0.0%
## byvar = Global Schindler SE 1 0              0.0002  0.0135   0.77  0.0%
## byvar = Working memory Schindler SE 1 0      0.0248  0.1573   7.26 86.2%
## byvar = Executive function Schindler SE 1 0  0.0089  0.0945   3.30 69.7%
## byvar = Processing speed Schindler SE 1 0   <0.0001  0.0044   0.10  0.0%
## byvar = Semantic Schindler SE 1 0           <0.0001  0.0090   0.20  0.0%
## byvar = Memory Schindler SE 0 1              0.0018  0.0430  10.18  0.0%
## byvar = Global Schindler SE 0 1             <0.0001  0.0039   0.45  0.0%
## byvar = Working memory Schindler SE 0 1      0.0040  0.0630   4.95 39.4%
## byvar = Executive function Schindler SE 0 1  0.0019  0.0430   2.99  0.0%
## byvar = Processing speed Schindler SE 0 1   <0.0001  0.0056   0.31  0.0%
## byvar = Semantic Schindler SE 0 1            0.0003  0.0173   1.02  0.0%
## byvar = Memory Schindler SE 1 1              0.0053  0.0725  20.94 47.5%
## byvar = Global Schindler SE 1 1              0.0039  0.0628  14.00 35.7%
## byvar = Working memory Schindler SE 1 1      0.0022  0.0468   3.33  9.9%
## byvar = Executive function Schindler SE 1 1  0.0011  0.0325   2.74  0.0%
## byvar = Semantic Schindler SE 1 1            0.0008  0.0274   2.23  0.0%
## byvar = Executive function Sala-Llonch  ...  0.0161  0.1267   4.57 56.3%
## byvar = Memory Sala-Llonch R 1 0            <0.0001  0.0016   0.02  0.0%
## byvar = Global Sala-Llonch R 1 0             0.0043  0.0656   1.07  6.2%
## byvar = Global Sierra-Rio A 1 1                  --      --   0.00    --
## byvar = Memory Song Z 1 0                    0.0055  0.0741   5.03  0.0%
## byvar = Processing speed Song Z 1 0          0.0130  0.1140  12.37 19.2%
## byvar = Working memory Song Z 1 0            0.0091  0.0954   4.21 28.7%
## byvar = Global Song Z 1 0                    0.0024  0.0487   0.60  0.0%
## byvar = Semantic Song Z 1 0                  0.0009  0.0296   0.54  0.0%
## byvar = Global Stomrud E 1 0                 0.0232  0.1523   4.48 33.0%
## byvar = Global Stomrud E 0 1                 0.0016  0.0397   1.93  0.0%
## byvar = Memory Stomrud E 0 1                <0.0001  0.0026   0.05  0.0%
## byvar = Memory Stomrud E 1 0                 0.0271  0.1645   1.89 47.2%
## byvar = Processing speed Stomrud E 0 1       0.0025  0.0499   1.48  0.0%
## byvar = Processing speed Stomrud E 1 0       0.0021  0.0462   0.74  0.0%
## byvar = Visuospatial Stomrud E 0 1          <0.0001  0.0003   0.00  0.0%
## byvar = Visuospatial Stomrud E 1 0               --      --   0.00    --
## byvar = Executive function Timmers T 1 0     0.0041  0.0637   6.56  0.0%
## byvar = Semantic Timmers T 1 0              <0.0001  0.0064   0.23  0.0%
## byvar = Global Timmers T 1 0                 0.0024  0.0494   0.85  0.0%
## byvar = Memory Timmers T 1 0                 0.0095  0.0976  14.91 39.6%
## byvar = Working memory Timmers T 1 0         0.0035  0.0595   2.72  0.0%
## byvar = Processing speed Timmers T 1 0      <0.0001 <0.0001   0.01  0.0%
## byvar = Global Storandt M 1 0                0.0022  0.0464   0.91  0.0%
## byvar = Memory Storandt M 1 0                    --      --   0.00    --
## byvar = Visuospatial Storandt M 1 0              --      --   0.00    --
## byvar = Working memory Storandt M 1 0            --      --   0.00    --
## byvar = Global Tardif CL 1 0                 0.3227  0.5681  15.65 93.6%
## byvar = Global Tardif CL 0 1                <0.0001  0.0002   0.00  0.0%
## byvar = Global Teipel SJ 1 0                     --      --   0.00    --
## byvar = Memory Teipel SJ 1 0                     --      --   0.00    --
## byvar = Global van Bergen JMG 1 0                --      --   0.00    --
## byvar = Executive function van Harten A ...  0.0039  0.0623   3.31  9.5%
## byvar = Semantic van Harten AC 1 0          <0.0001  0.0002   0.00  0.0%
## byvar = Global van Harten AC 1 0             0.0030  0.0546   1.09  8.3%
## byvar = Memory van Harten AC 0 1            <0.0001  0.0015   0.06  0.0%
## byvar = Executive function van Harten A ... <0.0001  0.0038   0.33  0.0%
## byvar = Semantic van Harten AC 0 1          <0.0001  0.0030   0.12  0.0%
## byvar = Global van Harten AC 0 1            <0.0001  0.0038   0.15  0.0%
## byvar = Memory van Harten AC 1 1             0.0010  0.0311   0.57  0.0%
## byvar = Executive function van Harten A ...  0.0019  0.0439   2.14  0.0%
## byvar = Semantic van Harten AC 1 1           0.0001  0.0116   0.20  0.0%
## byvar = Global van Harten AC 1 1             0.0042  0.0649   1.35 25.8%
## byvar = Memory van Harten AC 1 0             0.0006  0.0250   0.44  0.0%
## byvar = Global Visser PJ 1 1                 0.0001  0.0102   0.19  0.0%
## byvar = Memory Visser PJ 1 1                     --      --   0.00    --
## byvar = Global Xiong C 0 1                   0.0362  0.1902  25.83 88.4%
## byvar = Global Xiong C 1 0                   0.0401  0.2003  28.29 89.4%
## byvar = Memory Huang KL 1 0                      --      --   0.00    --
## byvar = Global Insel PS 1 0                      --      --   0.00    --
## byvar = Processing speed Insel PS 1 0            --      --   0.00    --
## byvar = Executive function Insel PS 1 0          --      --   0.00    --
## byvar = Global Janelidze S 1 0                   --      --   0.00    --
## byvar = Global Jansen WJ 1 0                     --      --   0.00    --
## byvar = Memory Jansen WJ 1 0                     --      --   0.00    --
## byvar = Working memory Kang JM 0 1           0.0024  0.0487   0.49  0.0%
## byvar = Semantic Kang JM 0 1                     --      --   0.00    --
## byvar = Memory Kang JM 0 1                   0.0046  0.0675   2.84  0.0%
## byvar = Processing speed Kang JM 0 1             --      --   0.00    --
## byvar = Executive function Kang JM 0 1           --      --   0.00    --
## byvar = Global Kato M 1 0                    0.0081  0.0899   1.70 41.3%
## byvar = Global Kawas CH 1 0                  0.8308  0.9115  17.29 82.7%
## byvar = Memory Kawas CH 1 0                  0.0680  0.2607   0.96  0.0%
## byvar = Semantic Kawas CH 1 0                0.0248  0.1575   0.48  0.0%
## byvar = Global Kemppainen N 1 0              0.0073  0.0855   0.99  0.0%
## byvar = Executive function Kemppainen N 1 0      --      --   0.00    --
## byvar = Processing speed Kemppainen N 1 0        --      --   0.00    --
## byvar = Memory Kemppainen N 1 0              0.0060  0.0776   1.57  0.0%
## byvar = Memory Konijnenberg E 1 0            0.0048  0.0691  16.85 34.7%
## byvar = Global Konijnenberg E 1 0            0.0016  0.0403   0.82  0.0%
## byvar = Global Kristofikova Z 1 1            0.0032  0.0568   0.74  0.0%
## byvar = Global Kristofikova Z 1 0                --      --   0.00    --
## byvar = Global Kristofikova Z 0 1            0.0018  0.0427   0.22  0.0%
## byvar = Global Lafirdeen ASM 1 1                 --      --   0.00    --
## byvar = Global Leahey TM 1 0                     --      --   0.00    --
## byvar = Memory Liguori C 1 1                 0.0026  0.0507   0.98  0.0%
## byvar = Global Lilamand M 1 0                0.2985  0.5464 161.77 98.8%
## byvar = Memory Lilamand M 1 0                    --      --   0.00    --
## byvar = Executive function Lilamand M 1 0        --      --   0.00    --
## byvar = Global Lim YY 1 0                    0.0008  0.0284   0.34  0.0%
## byvar = Working memory Lim YY 1 0            0.0118  0.1084   1.59 37.2%
## byvar = Memory Lim YY 1 0                    0.0028  0.0532   1.19  0.0%
## byvar = Processing speed Lim YY 1 0              --      --   0.00    --
## byvar = Memory Llado-Saz S 1 0               0.0306  0.1750  44.67 77.6%
## byvar = Visuospatial Llado-Saz S 1 0             --      --   0.00    --
## byvar = Global Llado-Saz S 1 0               0.0049  0.0700   1.39 28.3%
## byvar = Processing speed Llado-Saz S 1 0     0.0103  0.1017   9.76 48.8%
## byvar = Global Lu K 1 0                      0.0011  0.0327   1.33 25.0%
## byvar = Processing speed Lu K 1 0                --      --   0.00    --
## byvar = Memory Lu K 1 0                      0.0101  0.1004  22.31 82.1%
## byvar = Working memory Lu K 1 0                  --      --   0.00    --
## byvar = Global Martikainen IK 1 0           <0.0001  0.0078   0.07  0.0%
## byvar = Memory Martikainen IK 1 0                --      --   0.00    --
## byvar = Executive function Martikainen  ...      --      --   0.00    --
## byvar = Processing speed Martikainen IK 1 0      --      --   0.00    --
## byvar = Global McMillan CT 1 1               0.4672  0.6835  81.85 98.8%
## byvar = Memory McMillan CT 1 1                   --      --   0.00    --
## byvar = Processing speed McMillan CT 1 1     0.1321  0.3634  24.43 95.9%
## byvar = Visuospatial McMillan CT 1 1             --      --   0.00    --
## byvar = Working memory McMillan CT 1 1           --      --   0.00    --
## byvar = Semantic McMillan CT 1 1                 --      --   0.00    --
## byvar = Memory Mecca AP 1 0                  0.0059  0.0766   2.77  0.0%
## byvar = Semantic Mecca AP 1 0                0.0069  0.0829   0.92  0.0%
## byvar = Executive function Mecca AP 1 0     <0.0001  0.0023   0.02  0.0%
## byvar = Processing speed Mecca AP 1 0        0.0050  0.0710   0.76  0.0%
## byvar = NA Mecca AP 1 0                      0.0485  0.2202   3.28 69.5%
## byvar = Visuospatial Mecca AP 1 0                --      --   0.00    --
## byvar = Semantic Aschenbrenner AJ 0 1        0.0065  0.0808   4.20 28.6%
## byvar = Memory Aschenbrenner AJ 0 1          0.0315  0.1776  13.49 77.8%
## byvar = Semantic Aschenbrenner AJ 1 0        0.0044  0.0660   3.22  6.8%
## byvar = Memory Aschenbrenner AJ 1 0          0.1218  0.3490  43.86 93.2%
## byvar = Memory Berenguer RG 1 0              0.1630  0.4038  20.96 85.7%
## byvar = Global Besson FL 1 0                 0.0005  0.0218   0.41  0.0%
## byvar = Memory Besson FL 1 0                 0.0051  0.0713   0.86  0.0%
## byvar = Executive function Besson FL 1 0         --      --   0.00    --
## byvar = Processing speed Besson FL 1 0           --      --   0.00    --
## byvar = Semantic Besson FL 1 0                   --      --   0.00    --
## byvar = Memory Bilgel M 1 0                  0.0001  0.0119   0.49  0.0%
## byvar = Semantic Bilgel M 1 0               <0.0001  0.0059   0.09  0.0%
## byvar = Executive function Bilgel M 1 0     <0.0001 <0.0001   0.00  0.0%
## byvar = Processing speed Bilgel M 1 0       <0.0001 <0.0001   0.00  0.0%
## byvar = Visuospatial Bilgel M 1 0                --      --   0.00    --
## byvar = Memory Casaletto KB 0 1             <0.0001  0.0037   0.06  0.0%
## byvar = Memory Casaletto KB 1 0                  --      --   0.00    --
## byvar = Processing speed Casaletto KB 0 1    0.0109  0.1045   6.74 55.5%
## byvar = Processing speed Casaletto KB 1 0        --      --   0.00    --
## byvar = Global Chatterjee P 1 0                  --      --   0.00    --
## byvar = Global Cosentino SA 1 0              0.3286  0.5732 475.18 99.4%
## byvar = Memory Cosentino SA 1 0             <0.0001  0.0036   0.62  0.0%
## byvar = Semantic Cosentino SA 1 0           <0.0001  0.0014   0.23  0.0%
## byvar = Visuospatial Cosentino SA 1 0       <0.0001  0.0005   0.04  0.0%
## byvar = Global Donohue MC 1 1                0.0267  0.1635 204.71 92.2%
## byvar = Memory Donohue MC 1 1                0.0013  0.0366   8.20 14.6%
## byvar = Global Doraiswamy PM 1 0             0.6636  0.8146 180.05 97.8%
## byvar = Processing speed Doraiswamy PM 1 0   0.5527  0.7434  38.38 97.4%
## byvar = NA Doraiswamy PM 1 0                <0.0001  0.0063   0.07  0.0%
## byvar = Memory Doraiswamy PM 1 0             0.2623  0.5122  55.67 94.6%
## byvar = Semantic Doraiswamy PM 1 0           0.0008  0.0285   0.35  0.0%
## byvar = Global Dubois B 1 0                      --      --   0.00    --
## byvar = Memory Dubois B 1 0                  0.0009  0.0295   2.95  0.0%
## byvar = Processing speed Dubois B 1 0        0.1267  0.3559 123.60 97.6%
## byvar = Visuospatial Dubois B 1 0            0.0009  0.0300   1.62  0.0%
## byvar = Working memory Dubois B 1 0          0.2072  0.4552  67.22 98.5%
## byvar = Executive function Dubois B 1 0      0.0133  0.1152   5.66 82.3%
## byvar = Semantic Dubois B 1 0                0.0007  0.0268   0.80  0.0%
## byvar = Executive function Duchek JM 1 0     0.0008  0.0283   0.63  0.0%
## byvar = Processing speed Duchek JM 1 0      <0.0001  0.0007   0.01  0.0%
## byvar = Global Ecay-Torres M 1 0                 --      --   0.00    --
## byvar = Visuospatial Ecay-Torres M 1 0           --      --   0.00    --
## byvar = Executive function Ecay-Torres  ... <0.0001  0.0006   0.01  0.0%
## byvar = Memory Farrell ME 1 0                0.0009  0.0294   0.51  0.0%
## byvar = Processing speed Farrell ME 1 0     <0.0001  0.0077   0.12  0.0%
## byvar = Semantic Farrell ME 1 0             <0.0001  0.0017   0.03  0.0%
## byvar = Working memory Farrell ME 1 0       <0.0001  0.0087   0.14  0.0%
## byvar = Global Farrell ME 1 0                0.0005  0.0224   0.38  0.0%
## byvar = Global Franzmeier N 1 1                  --      --   0.00    --
## byvar = Memory Franzmeier N 1 1                  --      --   0.00    --
## byvar = Global Gangishetti U 1 1                 --      --   0.00    --
## byvar = Memory Haapalinna F 1 1                  --      --   0.00    --
## byvar = Global Hamelin L 1 0                <0.0001  0.0011   0.01  0.0%
## byvar = Memory Hamelin L 1 0                 0.0433  0.2080   3.75 20.1%
## byvar = Semantic Hamelin L 1 0               0.0447  0.2115   2.66 24.9%
## byvar = Processing speed Hamelin L 1 0           --      --   0.00    --
## byvar = Visuospatial Hamelin L 1 0               --      --   0.00    --
## byvar = Working memory Hamelin L 1 0             --      --   0.00    --
## byvar = Memory Zhao Y 1 0                    0.0008  0.0277   1.47  0.0%
## byvar = Working memory Zhao Y 1 0                --      --   0.00    --
## byvar = Visuospatial Zhao Y 1 0                  --      --   0.00    --
## byvar = Semantic Zhao Y 1 0                      --      --   0.00    --
## byvar = Executive function Zhao Y 1 0            --      --   0.00    --
## byvar = Processing speed Zhao Y 1 0              --      --   0.00    --
## byvar = Global Yaffe K 1 0                   0.0020  0.0452   6.50 53.8%
## byvar = Global Meng Y 1 0                    0.0050  0.0710   8.53  0.0%
## byvar = Visuospatial Merrill DA 1 0              --      --   0.00    --
## byvar = Semantic Mielke MM 1 1                   --      --   0.00    --
## byvar = Memory Mielke MM 1 1                     --      --   0.00    --
## byvar = Global Mielke MM 1 1                     --      --   0.00    --
## byvar = Executive function Mielke MM 1 1         --      --   0.00    --
## byvar = Visuospatial Mielke MM 1 1               --      --   0.00    --
## byvar = Global Mielke MM 1 0                 0.0004  0.0200   0.72  0.0%
## byvar = Memory Mielke MM 1 0                <0.0001 <0.0001   0.00  0.0%
## byvar = Semantic Mielke MM 1 0                   --      --   0.00    --
## byvar = Executive function Mielke MM 1 0         --      --   0.00    --
## byvar = Global Mok VC 1 0                        --      --   0.00    --
## byvar = Global Molinuevo JL 1 1              0.0002  0.0136   0.12  0.0%
## byvar = Memory Molinuevo JL 1 1              0.0117  0.1080   4.67  0.0%
## byvar = Semantic Molinuevo JL 1 1                --      --   0.00    --
## byvar = Processing speed Molinuevo JL 1 1        --      --   0.00    --
## byvar = Executive function Molinuevo JL 1 1      --      --   0.00    --
## byvar = Global Moon YS 1 0                   4.6058  2.1461 554.69 99.8%
## byvar = Global Mueller SG 1 0                    --      --   0.00    --
## byvar = Memory Mueller SG 1 0                0.0016  0.0404   0.77  0.0%
## byvar = Global Nakamura A 1 0                0.0002  0.0153   0.13  0.0%
## byvar = Memory Nakamura A 1 0               <0.0001  0.0018   0.02  0.0%
## byvar = Memory Nebes RD 1 0                  0.0058  0.0760   5.40  0.0%
## byvar = Visuospatial Nebes RD 1 0           <0.0001  0.0017   0.02  0.0%
## byvar = Semantic Nebes RD 1 0                0.0007  0.0256   0.32  0.0%
## byvar = Executive function Nebes RD 1 0      0.0180  0.1341   4.19 52.3%
## byvar = Processing speed Nebes RD 1 0        0.0292  0.1709   5.97 66.5%
## byvar = Working memory Nebes RD 1 0         <0.0001  0.0049   0.06  0.0%
## byvar = Global Okereke OI 1 0                    --      --   0.00    --
## byvar = Global Ossenkoppele R 1 0            0.0263  0.1621   3.30 69.7%
## byvar = Memory Ossenkoppele R 1 0            0.0329  0.1814  10.60 71.7%
## byvar = Working memory Ossenkoppele R 1 0   <0.0001  0.0061   0.08  0.0%
## byvar = Semantic Ossenkoppele R 1 0         <0.0001  0.0048   0.06  0.0%
## byvar = Executive function Ossenkoppele ...  0.0004  0.0204   0.27  0.0%
## byvar = Global Palmqvist S 1 1                   --      --   0.00    --
## byvar = Memory Palmqvist S 1 1                   --      --   0.00    --
## byvar = Memory Hammers DB 1 0                0.0068  0.0825   2.66  0.0%
## byvar = Visuospatial Hammers DB 1 0          0.0018  0.0427   0.56  0.0%
## byvar = Semantic Hammers DB 1 0              0.0010  0.0322   0.41  0.0%
## byvar = Executive function Hammers DB 1 0    0.0001  0.0113   0.14  0.0%
## byvar = Global Hammers DB 1 0                0.0163  0.1278   1.97  0.0%
## byvar = Global Hanseeuw BJ 1 0                   --      --   0.00    --
## byvar = Memory Hanseeuw BJ 1 0                   --      --   0.00    --
## byvar = Global Harrington KD 1 0                 --      --   0.00    --
## byvar = Memory Harrington KD 1 0            <0.0001  0.0034   0.11  0.0%
## byvar = Executive function Harrington K ...      --      --   0.00    --
## byvar = Processing speed Harrington KD 1 0       --      --   0.00    --
## byvar = Executive function Harrington M ...  0.0050  0.0706   3.71  0.0%
## byvar = Processing speed Harrington MG 1 1       --      --   0.00    --
## byvar = Semantic Harrington MG 1 1               --      --   0.00    --
## byvar = Visuospatial Harrington MG 1 1           --      --   0.00    --
## byvar = Memory Harrington MG 1 1             0.0111  0.1054   2.24 10.5%
## byvar = Global Jacobs HIL 1 1                    --      --   0.00    --
## byvar = Memory Jacobs HIL 1 1                    --      --   0.00    --
## byvar = Global Tolboom 1 0                   0.0694  0.2633   1.57 36.5%
## byvar = Global Schott JM 1 0                 0.0004  0.0211   0.33  0.0%
## byvar = Memory Schott JM 1 0                     --      --   0.00    --
## byvar = Semantic Schott JM 1 0               0.0013  0.0356   0.58  0.0%
## byvar = Processing speed Schott JM 1 0           --      --   0.00    --
## byvar = Executive function Schott JM 1 0         --      --   0.00    --
## 
## Test for subgroup differences (random effects model):
##                        Q d.f. p-value
## Between groups   6496.06  285       0
## 
## Details on meta-analytical method:
## - Inverse variance method
## - Sidik-Jonkman estimator for tau^2
## - Q-profile method for confidence interval of tau^2 and tau
## - Hartung-Knapp adjustment for random effects model
## - Fisher's z transformation of correlations
forest(first, subgroup = TRUE)

#using metafor package

data_full <-subset(data, pooled_variance > 0)
head(data_full)
## # A tibble: 6 x 74
##   unique representative study_id author  year title pubmed amyloid   tau
##   <chr>           <dbl>    <dbl> <chr>  <dbl> <chr> <chr>    <dbl> <dbl>
## 1 1                   1        1 Rolst…  2011 "Amy… https…       1     0
## 2 0                   1        1 Rolst…  2011 "Amy… https…       1     0
## 3 1                   1        2 Gu      2012 "Nut… https…       1     0
## 4 0                   1        2 Gu      2012 "Nut… https…       1     0
## 5 0                   1        2 Gu      2012 "Nut… https…       1     0
## 6 0                   1        2 Gu      2012 "Nut… https…       1     0
## # … with 65 more variables: interaction <dbl>, addition <dbl>, ligand <chr>,
## #   ligand_other <chr>, csf <chr>, csf_other <chr>, serum <chr>,
## #   type_study <dbl>, time_between_points <chr>, neurodeg <dbl>,
## #   age...20 <dbl>, sex <dbl>, education <dbl>, apoe <dbl>,
## #   covaratiate_others <chr>, cohort_database <chr>, age_type <chr>,
## #   age...27 <chr>, age_variance <chr>, total_nc <dbl>, nc_pos <chr>,
## #   nc_neg <chr>, cutoff <chr>, global_cortex <chr>, ROI <chr>, suvr_dvr <chr>,
## #   neurocog_description <chr>, type_cognitive <chr>, Global <dbl>,
## #   Memory <dbl>, `Working Memory` <dbl>, `Executive function` <dbl>,
## #   Semantic <dbl>, Visuospatial <dbl>, `Processing speed` <dbl>,
## #   neurocog_stat_type <chr>, neurocog_stat_value_pos <chr>,
## #   neurocog_stat_value_neg <chr>, neurocog_stat_value_variation_type <chr>,
## #   neurocog_stat_value_variation_pos <chr>,
## #   neurocog_stat_value_variation_neg <chr>, cdr <chr>, analysis_method <chr>,
## #   analysis_method_type <chr>, analysis_method_continuos_stat <chr>,
## #   analysis_method_se_pos <chr>, analysis_method_pos <chr>,
## #   analysis_method_neg <chr>, analysis_method_p <chr>,
## #   reported_effect_size_type <chr>, reported_effect_size <chr>,
## #   calculated_effect_size_type <chr>, calculated_effect_size <chr>,
## #   pooled_variance <dbl>, pooled_sd <dbl>, pooled_se <dbl>, final_es <chr>,
## #   r <dbl>, d <dbl>, all_r <dbl>, exclude <dbl>, ...71 <lgl>, ...72 <lgl>,
## #   ...73 <chr>, ...74 <dbl>
third <- rma(yi = all_r, #r values
             sei = pooled_se,
             ni = total_nc,
             mods = Global,
             data=data_full, 
             method="SJ",
             slab=paste(data_full$author, data_full$type_cognitive, sep=", ")#Sidik-Jonkman estimator
    )
## Warning in rma(yi = all_r, sei = pooled_se, ni = total_nc, mods = Global, :
## Studies with NAs omitted from model fitting.
## Warning in rma(yi = all_r, sei = pooled_se, ni = total_nc, mods = Global, :
## Ratio of largest to smallest sampling variance extremely large. May not be able
## to obtain stable results.
third
## 
## Mixed-Effects Model (k = 453; tau^2 estimator: SJ)
## 
## tau^2 (estimated amount of residual heterogeneity):     0.0258 (SE = 0.0025)
## tau (square root of estimated tau^2 value):             0.1605
## I^2 (residual heterogeneity / unaccounted variability): 99.49%
## H^2 (unaccounted variability / sampling variability):   195.05
## R^2 (amount of heterogeneity accounted for):            0.00%
## 
## Test for Residual Heterogeneity:
## QE(df = 451) = 13275.5919, p-val < .0001
## 
## Test of Moderators (coefficient 2):
## QM(df = 1) = 0.9273, p-val = 0.3356
## 
## Model Results:
## 
##          estimate      se    zval    pval    ci.lb   ci.ub 
## intrcpt    0.0322  0.0130  2.4824  0.0131   0.0068  0.0577  * 
## mods       0.0235  0.0244  0.9630  0.3356  -0.0244  0.0715    
## 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#forest(third, xlim=c(-16, 6), at=log(c(0.05, 0.25, 1, 4)), atransf=exp,
       #ilab=cbind(data_full$nc_pos, data_full$nc_neg),
       #ilab.xpos=c(-9.5,-8), cex=0.75, ylim=c(-1, 27),
       #order=order(data_full$type_cognitive),
       #xlab="Risk Ratio", mlab="", psize=1, header="Author(s) and Year")