vagus cognitive
1 contraste momento a momento
## [1] "bas8"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 346.25 (23.06) 348.10 (14.89) 0.820
## ap3 (mean (SD)) 10.98 (3.48) 10.53 (2.25) 0.714
## rt (mean (SD)) 0.34 (0.04) 0.35 (0.04) 0.575## [1] "on7"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 321.55 (23.29) 342.20 (13.47) 0.015
## ap3 (mean (SD)) 15.60 (4.63) 10.79 (2.42) 0.005
## rt (mean (SD)) 0.30 (0.04) 0.35 (0.05) 0.018## [1] "off14"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 310.90 (24.16) 346.30 (13.25) <0.001
## ap3 (mean (SD)) 19.68 (5.31) 10.47 (2.26) <0.001
## rt (mean (SD)) 0.29 (0.04) 0.35 (0.04) 0.002## [1] "off28"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 325.95 (23.10) 347.40 (15.63) 0.013
## ap3 (mean (SD)) 16.40 (5.19) 10.33 (2.25) 0.002
## rt (mean (SD)) 0.31 (0.04) 0.35 (0.05) 0.026## [1] "off42"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 338.35 (24.06) 347.30 (15.11) 0.294
## ap3 (mean (SD)) 12.14 (4.14) 10.57 (2.20) 0.272
## rt (mean (SD)) 0.33 (0.04) 0.35 (0.04) 0.213## [1] "off56"## Stratified by stim
## active control p test
## n 20 20
## lp3 (mean (SD)) 341.05 (23.18) 346.80 (17.60) 0.496
## ap3 (mean (SD)) 11.04 (3.38) 10.50 (2.24) 0.652
## rt (mean (SD)) 0.34 (0.05) 0.35 (0.03) 0.4242 ANOVA medidas repetidas
AOV summary table, table of overall model information and table of means.Interaction graph. Brown-Forsythe test for homogeneity of variance
2.1 lp3
## Warning in Plot2WayANOVA(lp3 ~ stest * stim, datot, mean.label = TRUE, title =
## ""): 60 case(s) removed because of missing data##
## --- WARNING! ---
## You have an unbalanced design. Using Type II sum of
## squares, to calculate factor effect sizes eta and omega.
## Your two factors account for 0.273 of the type II sum of
## squares.## term | sumsq | meansq | df | statistic | p.value | etasq | partial.etasq | omegasq | partial.omegasq | epsilonsq | cohens.f | power
## ------------------------------------------------------------------------------------------------------------------------------------------------
## stest | 13126.733 | 2625.347 | 5 | 5.874 | < .001 | 0.127 | 0.149 | 0.105 | 0.119 | 0.105 | 0.418 | 0.995
## stim | 9828.225 | 9828.225 | 1 | 21.990 | < .001 | 0.095 | 0.116 | 0.090 | 0.104 | 0.091 | 0.362 | 0.997
## stest:stim | 5213.592 | 1042.718 | 5 | 2.333 | 0.044 | 0.050 | 0.065 | 0.029 | 0.036 | 0.029 | 0.264 | 0.756
## Residuals | 75085.650 | 446.938 | 168 | | | | | | | | |##
## Table of group means## # A tibble: 12 × 15
## # Groups: stest [6]
## stest stim TheMean TheSD TheSEM CIMuliplier LowerBoundCI UpperBoundCI
## <fct> <fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 bas8 active 346. 23.1 5.16 2.09 335. 357.
## 2 bas8 control 348. 14.9 4.71 2.26 337. 359.
## 3 on7 active 322. 23.3 5.21 2.09 311. 332.
## 4 on7 control 342. 13.5 4.26 2.26 333. 352.
## 5 off14 active 311. 24.2 5.40 2.09 300. 322.
## 6 off14 control 346. 13.3 4.19 2.26 337. 356.
## 7 off28 active 326. 23.1 5.16 2.09 315. 337.
## 8 off28 control 347. 15.6 4.94 2.26 336. 359.
## 9 off42 active 338. 24.1 5.38 2.09 327. 350.
## 10 off42 control 347. 15.1 4.78 2.26 336. 358.
## 11 off56 active 341. 23.2 5.18 2.09 330. 352.
## 12 off56 control 347. 17.6 5.57 2.26 334. 359.
## # … with 7 more variables: LowerBoundSEM <dbl>, UpperBoundSEM <dbl>,
## # LowerBoundSD <dbl>, UpperBoundSD <dbl>, N <int>, LowerBound <dbl>,
## # UpperBound <dbl>##
## Post hoc tests for all effects that were significant##
## Posthoc multiple comparisons of means: Scheffe Test
## 95% family-wise confidence level
##
## $stest
## diff lwr.ci upr.ci pval
## on7-bas8 -18.433333 -43.030966 6.1642990 0.4164
## off14-bas8 -24.166667 -48.764299 0.4309657 0.0606 .
## off28-bas8 -13.766667 -38.364299 10.8309657 0.8447
## off42-bas8 -5.533333 -30.130966 19.0642990 0.9999
## off56-bas8 -3.900000 -28.497632 20.6976323 1.0000
## off14-on7 -5.733333 -30.330966 18.8642990 0.9999
## off28-on7 4.666667 -19.930966 29.2642990 1.0000
## off42-on7 12.900000 -11.697632 37.4976323 0.8963
## off56-on7 14.533333 -10.064299 39.1309657 0.7887
## off28-off14 10.400000 -14.197632 34.9976323 0.9782
## off42-off14 18.633333 -5.964299 43.2309657 0.3973
## off56-off14 20.266667 -4.330966 44.8642990 0.2560
## off42-off28 8.233333 -16.364299 32.8309657 0.9970
## off56-off28 9.866667 -14.730966 34.4642990 0.9858
## off56-off42 1.633333 -22.964299 26.2309657 1.0000
##
## $stim
## diff lwr.ci upr.ci pval
## control-active 15.675 0.612088 30.73791 0.0313 *
##
## $`stest:stim`
## diff lwr.ci upr.ci pval
## on7:active-bas8:active -24.70 -54.82582404 5.425824 0.2636
## off14:active-bas8:active -35.35 -65.47582404 -5.224176 0.0054 **
## off28:active-bas8:active -20.30 -50.42582404 9.825824 0.6021
## off42:active-bas8:active -7.90 -38.02582404 22.225824 0.9997
## off56:active-bas8:active -5.20 -35.32582404 24.925824 1.0000
## bas8:control-bas8:active 1.85 -35.04644849 38.746448 1.0000
## on7:control-bas8:active -4.05 -40.94644849 32.846448 1.0000
## off14:control-bas8:active 0.05 -36.84644849 36.946448 1.0000
## off28:control-bas8:active 1.15 -35.74644849 38.046448 1.0000
## off42:control-bas8:active 1.05 -35.84644849 37.946448 1.0000
## off56:control-bas8:active 0.55 -36.34644849 37.446448 1.0000
## off14:active-on7:active -10.65 -40.77582404 19.475824 0.9951
## off28:active-on7:active 4.40 -25.72582404 34.525824 1.0000
## off42:active-on7:active 16.80 -13.32582404 46.925824 0.8480
## off56:active-on7:active 19.50 -10.62582404 49.625824 0.6662
## bas8:control-on7:active 26.55 -10.34644849 63.446448 0.4888
## on7:control-on7:active 20.65 -16.24644849 57.546448 0.8447
## off14:control-on7:active 24.75 -12.14644849 61.646448 0.6096
## off28:control-on7:active 25.85 -11.04644849 62.746448 0.5358
## off42:control-on7:active 25.75 -11.14644849 62.646448 0.5426
## off56:control-on7:active 25.25 -11.64644849 62.146448 0.5762
## off28:active-off14:active 15.05 -15.07582404 45.175824 0.9249
## off42:active-off14:active 27.45 -2.67582404 57.575824 0.1239
## off56:active-off14:active 30.15 0.02417596 60.275824 0.0496 *
## bas8:control-off14:active 37.20 0.30355151 74.096448 0.0456 *
## on7:control-off14:active 31.30 -5.59644849 68.196448 0.2125
## off14:control-off14:active 35.40 -1.49644849 72.296448 0.0772 .
## off28:control-off14:active 36.50 -0.39644849 73.396448 0.0563 .
## off42:control-off14:active 36.40 -0.49644849 73.296448 0.0580 .
## off56:control-off14:active 35.90 -0.99644849 72.796448 0.0671 .
## off42:active-off28:active 12.40 -17.72582404 42.525824 0.9824
## off56:active-off28:active 15.10 -15.02582404 45.225824 0.9232
## bas8:control-off28:active 22.15 -14.74644849 59.046448 0.7698
## on7:control-off28:active 16.25 -20.64644849 53.146448 0.9700
## off14:control-off28:active 20.35 -16.54644849 57.246448 0.8578
## off28:control-off28:active 21.45 -15.44644849 58.346448 0.8067
## off42:control-off28:active 21.35 -15.54644849 58.246448 0.8117
## off56:control-off28:active 20.85 -16.04644849 57.746448 0.8357
## off56:active-off42:active 2.70 -27.42582404 32.825824 1.0000
## bas8:control-off42:active 9.75 -27.14644849 46.646448 0.9997
## on7:control-off42:active 3.85 -33.04644849 40.746448 1.0000
## off14:control-off42:active 7.95 -28.94644849 44.846448 1.0000
## off28:control-off42:active 9.05 -27.84644849 45.946448 0.9998
## off42:control-off42:active 8.95 -27.94644849 45.846448 0.9999
## off56:control-off42:active 8.45 -28.44644849 45.346448 0.9999
## bas8:control-off56:active 7.05 -29.84644849 43.946448 1.0000
## on7:control-off56:active 1.15 -35.74644849 38.046448 1.0000
## off14:control-off56:active 5.25 -31.64644849 42.146448 1.0000
## off28:control-off56:active 6.35 -30.54644849 43.246448 1.0000
## off42:control-off56:active 6.25 -30.64644849 43.146448 1.0000
## off56:control-off56:active 5.75 -31.14644849 42.646448 1.0000
## on7:control-bas8:control -5.90 -48.50434893 36.704349 1.0000
## off14:control-bas8:control -1.80 -44.40434893 40.804349 1.0000
## off28:control-bas8:control -0.70 -43.30434893 41.904349 1.0000
## off42:control-bas8:control -0.80 -43.40434893 41.804349 1.0000
## off56:control-bas8:control -1.30 -43.90434893 41.304349 1.0000
## off14:control-on7:control 4.10 -38.50434893 46.704349 1.0000
## off28:control-on7:control 5.20 -37.40434893 47.804349 1.0000
## off42:control-on7:control 5.10 -37.50434893 47.704349 1.0000
## off56:control-on7:control 4.60 -38.00434893 47.204349 1.0000
## off28:control-off14:control 1.10 -41.50434893 43.704349 1.0000
## off42:control-off14:control 1.00 -41.60434893 43.604349 1.0000
## off56:control-off14:control 0.50 -42.10434893 43.104349 1.0000
## off42:control-off28:control -0.10 -42.70434893 42.504349 1.0000
## off56:control-off28:control -0.60 -43.20434893 42.004349 1.0000
## off56:control-off42:control -0.50 -43.10434893 42.104349 1.0000
##
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##
## Testing Homogeneity of Variance with Brown-Forsythe## Brown-Forsythe Test for Homogeneity of Variance using median
## Df F value Pr(>F)
## group 11 0.952 0.4924
## 168##
## Testing Normality Assumption with Shapiro-Wilk## *** Possible violation of the assumption. You may
## want to plot the residuals to see how they vary from normal ***##
## Shapiro-Wilk normality test
##
## data: MyAOV_residuals
## W = 0.96848, p-value = 0.0004286##
## Bayesian analysis of models in order## # A tibble: 4 × 4
## model bf support margin_of_error
## <chr> <dbl> <chr> <dbl>
## 1 stest + stim + stest:stim 523849. " data support is extreme" 1.08e- 2
## 2 stest + stim 208721. " data support is extreme" 1.32e- 2
## 3 stim 727. " data support is extreme" 7.08e-12
## 4 stest 101. " data support is extreme" 2.84e- 7##
## Interaction graph plotted...
2.2 ap3
## Warning in Plot2WayANOVA(ap3 ~ stest * stim, datot, mean.label = TRUE, title =
## ""): 60 case(s) removed because of missing data##
## --- WARNING! ---
## You have an unbalanced design. Using Type II sum of
## squares, to calculate factor effect sizes eta and omega.
## Your two factors account for 0.418 of the type II sum of
## squares.## term | sumsq | meansq | df | statistic | p.value | etasq | partial.etasq | omegasq | partial.omegasq | epsilonsq | cohens.f | power
## ----------------------------------------------------------------------------------------------------------------------------------------------
## stest | 813.234 | 162.647 | 5 | 10.911 | < .001 | 0.189 | 0.245 | 0.171 | 0.216 | 0.172 | 0.570 | 1.000
## stim | 570.025 | 570.025 | 1 | 38.241 | < .001 | 0.132 | 0.185 | 0.129 | 0.171 | 0.129 | 0.477 | 1.000
## stest:stim | 415.063 | 83.013 | 5 | 5.569 | < .001 | 0.096 | 0.142 | 0.079 | 0.113 | 0.079 | 0.407 | 0.993
## Residuals | 2504.247 | 14.906 | 168 | | | | | | | | |##
## Table of group means## # A tibble: 12 × 15
## # Groups: stest [6]
## stest stim TheMean TheSD TheSEM CIMuliplier LowerBoundCI UpperBoundCI
## <fct> <fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 bas8 active 11.0 3.48 0.777 2.09 9.35 12.6
## 2 bas8 control 10.5 2.25 0.710 2.26 8.92 12.1
## 3 on7 active 15.6 4.63 1.03 2.09 13.4 17.8
## 4 on7 control 10.8 2.42 0.766 2.26 9.06 12.5
## 5 off14 active 19.7 5.31 1.19 2.09 17.2 22.2
## 6 off14 control 10.5 2.26 0.714 2.26 8.86 12.1
## 7 off28 active 16.4 5.19 1.16 2.09 14.0 18.8
## 8 off28 control 10.3 2.25 0.711 2.26 8.72 11.9
## 9 off42 active 12.1 4.14 0.926 2.09 10.2 14.1
## 10 off42 control 10.6 2.20 0.696 2.26 9.00 12.1
## 11 off56 active 11.0 3.38 0.756 2.09 9.46 12.6
## 12 off56 control 10.5 2.24 0.709 2.26 8.90 12.1
## # … with 7 more variables: LowerBoundSEM <dbl>, UpperBoundSEM <dbl>,
## # LowerBoundSD <dbl>, UpperBoundSD <dbl>, N <int>, LowerBound <dbl>,
## # UpperBound <dbl>##
## Post hoc tests for all effects that were significant##
## Posthoc multiple comparisons of means: Scheffe Test
## 95% family-wise confidence level
##
## $stest
## diff lwr.ci upr.ci pval
## on7-bas8 3.163333 -1.328808 7.655475 0.52693
## off14-bas8 5.783333 1.291192 10.275475 0.00092 ***
## off28-bas8 3.543333 -0.948808 8.035475 0.32698
## off42-bas8 0.790000 -3.702141 5.282141 0.99999
## off56-bas8 0.030000 -4.462141 4.522141 1.00000
## off14-on7 2.620000 -1.872141 7.112141 0.80320
## off28-on7 0.380000 -4.112141 4.872141 1.00000
## off42-on7 -2.373333 -6.865475 2.118808 0.89122
## off56-on7 -3.133333 -7.625475 1.358808 0.54354
## off28-off14 -2.240000 -6.732141 2.252141 0.92588
## off42-off14 -4.993333 -9.485475 -0.501192 0.01273 *
## off56-off14 -5.753333 -10.245475 -1.261192 0.00103 **
## off42-off28 -2.753333 -7.245475 1.738808 0.74355
## off56-off28 -3.513333 -8.005475 0.978808 0.34149
## off56-off42 -0.760000 -5.252141 3.732141 1.00000
##
## $stim
## diff lwr.ci upr.ci pval
## control-active -3.775 -6.525864 -1.024136 0.00022 ***
##
## $`stest:stim`
## diff lwr.ci upr.ci pval
## on7:active-bas8:active 4.615 -0.88672709 10.1167271 0.22885
## off14:active-bas8:active 8.705 3.20327291 14.2067271 3.9e-06 ***
## off28:active-bas8:active 5.415 -0.08672709 10.9167271 0.05945 .
## off42:active-bas8:active 1.165 -4.33672709 6.6667271 0.99996
## off56:active-bas8:active 0.060 -5.44172709 5.5617271 1.00000
## bas8:control-bas8:active -0.450 -7.18821204 6.2882120 1.00000
## on7:control-bas8:active -0.190 -6.92821204 6.5482120 1.00000
## off14:control-bas8:active -0.510 -7.24821204 6.2282120 1.00000
## off28:control-bas8:active -0.650 -7.38821204 6.0882120 1.00000
## off42:control-bas8:active -0.410 -7.14821204 6.3282120 1.00000
## off56:control-bas8:active -0.480 -7.21821204 6.2582120 1.00000
## off14:active-on7:active 4.090 -1.41172709 9.5917271 0.43071
## off28:active-on7:active 0.800 -4.70172709 6.3017271 1.00000
## off42:active-on7:active -3.450 -8.95172709 2.0517271 0.71261
## off56:active-on7:active -4.555 -10.05672709 0.9467271 0.24853
## bas8:control-on7:active -5.065 -11.80321204 1.6732120 0.41099
## on7:control-on7:active -4.805 -11.54321204 1.9332120 0.50483
## off14:control-on7:active -5.125 -11.86321204 1.6132120 0.39012
## off28:control-on7:active -5.265 -12.00321204 1.4732120 0.34312
## off42:control-on7:active -5.025 -11.76321204 1.7132120 0.42510
## off56:control-on7:active -5.095 -11.83321204 1.6432120 0.40051
## off28:active-off14:active -3.290 -8.79172709 2.2117271 0.77451
## off42:active-off14:active -7.540 -13.04172709 -2.0382729 0.00022 ***
## off56:active-off14:active -8.645 -14.14672709 -3.1432729 4.8e-06 ***
## bas8:control-off14:active -9.155 -15.89321204 -2.4167880 0.00028 ***
## on7:control-off14:active -8.895 -15.63321204 -2.1567880 0.00054 ***
## off14:control-off14:active -9.215 -15.95321204 -2.4767880 0.00024 ***
## off28:control-off14:active -9.355 -16.09321204 -2.6167880 0.00016 ***
## off42:control-off14:active -9.115 -15.85321204 -2.3767880 0.00031 ***
## off56:control-off14:active -9.185 -15.92321204 -2.4467880 0.00025 ***
## off42:active-off28:active -4.250 -9.75172709 1.2517271 0.36289
## off56:active-off28:active -5.355 -10.85672709 0.1467271 0.06681 .
## bas8:control-off28:active -5.865 -12.60321204 0.8732120 0.17756
## on7:control-off28:active -5.605 -12.34321204 1.1332120 0.24137
## off14:control-off28:active -5.925 -12.66321204 0.8132120 0.16464
## off28:control-off28:active -6.065 -12.80321204 0.6732120 0.13712
## off42:control-off28:active -5.825 -12.56321204 0.9132120 0.18655
## off56:control-off28:active -5.895 -12.63321204 0.8432120 0.17102
## off56:active-off42:active -1.105 -6.60672709 4.3967271 0.99998
## bas8:control-off42:active -1.615 -8.35321204 5.1232120 0.99988
## on7:control-off42:active -1.355 -8.09321204 5.3832120 0.99998
## off14:control-off42:active -1.675 -8.41321204 5.0632120 0.99982
## off28:control-off42:active -1.815 -8.55321204 4.9232120 0.99961
## off42:control-off42:active -1.575 -8.31321204 5.1632120 0.99990
## off56:control-off42:active -1.645 -8.38321204 5.0932120 0.99985
## bas8:control-off56:active -0.510 -7.24821204 6.2282120 1.00000
## on7:control-off56:active -0.250 -6.98821204 6.4882120 1.00000
## off14:control-off56:active -0.570 -7.30821204 6.1682120 1.00000
## off28:control-off56:active -0.710 -7.44821204 6.0282120 1.00000
## off42:control-off56:active -0.470 -7.20821204 6.2682120 1.00000
## off56:control-off56:active -0.540 -7.27821204 6.1982120 1.00000
## on7:control-bas8:control 0.260 -7.52061707 8.0406171 1.00000
## off14:control-bas8:control -0.060 -7.84061707 7.7206171 1.00000
## off28:control-bas8:control -0.200 -7.98061707 7.5806171 1.00000
## off42:control-bas8:control 0.040 -7.74061707 7.8206171 1.00000
## off56:control-bas8:control -0.030 -7.81061707 7.7506171 1.00000
## off14:control-on7:control -0.320 -8.10061707 7.4606171 1.00000
## off28:control-on7:control -0.460 -8.24061707 7.3206171 1.00000
## off42:control-on7:control -0.220 -8.00061707 7.5606171 1.00000
## off56:control-on7:control -0.290 -8.07061707 7.4906171 1.00000
## off28:control-off14:control -0.140 -7.92061707 7.6406171 1.00000
## off42:control-off14:control 0.100 -7.68061707 7.8806171 1.00000
## off56:control-off14:control 0.030 -7.75061707 7.8106171 1.00000
## off42:control-off28:control 0.240 -7.54061707 8.0206171 1.00000
## off56:control-off28:control 0.170 -7.61061707 7.9506171 1.00000
## off56:control-off42:control -0.070 -7.85061707 7.7106171 1.00000
##
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##
## Testing Homogeneity of Variance with Brown-Forsythe## *** Possible violation of the assumption ***## Brown-Forsythe Test for Homogeneity of Variance using median
## Df F value Pr(>F)
## group 11 2.1628 0.01864 *
## 168
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##
## Testing Normality Assumption with Shapiro-Wilk## *** Possible violation of the assumption. You may
## want to plot the residuals to see how they vary from normal ***##
## Shapiro-Wilk normality test
##
## data: MyAOV_residuals
## W = 0.96032, p-value = 5.665e-05##
## Bayesian analysis of models in order## # A tibble: 4 × 4
## model bf support margin_of_error
## <chr> <dbl> <chr> <dbl>
## 1 stest + stim + stest:stim 7.26e12 " data support is extreme" 0.0112
## 2 stest + stim 8.66e 9 " data support is extreme" 0.0133
## 3 stim 2.60e 4 " data support is extreme" 0.00000000232
## 4 stest 2.38e 4 " data support is extreme" 0.0000362##
## Interaction graph plotted...
2.3 rt
## Warning in Plot2WayANOVA(rt ~ stest * stim, datot, mean.label = TRUE, title =
## ""): 60 case(s) removed because of missing data##
## --- WARNING! ---
## You have an unbalanced design. Using Type II sum of
## squares, to calculate factor effect sizes eta and omega.
## Your two factors account for 0.2 of the type II sum of
## squares.## term | sumsq | meansq | df | statistic | p.value | etasq | partial.etasq | omegasq | partial.omegasq | epsilonsq | cohens.f | power
## ------------------------------------------------------------------------------------------------------------------------------------------
## stest | 0.028 | 0.006 | 5 | 3.087 | 0.011 | 0.074 | 0.084 | 0.049 | 0.055 | 0.050 | 0.303 | 0.878
## stim | 0.036 | 0.036 | 1 | 20.177 | < .001 | 0.096 | 0.107 | 0.091 | 0.096 | 0.091 | 0.347 | 0.994
## stest:stim | 0.011 | 0.002 | 5 | 1.267 | 0.280 | 0.030 | 0.036 | 0.006 | 0.007 | 0.006 | 0.194 | 0.457
## Residuals | 0.300 | 0.002 | 168 | | | | | | | | |##
## Table of group means## # A tibble: 12 × 15
## # Groups: stest [6]
## stest stim TheMean TheSD TheSEM CIMuliplier LowerBoundCI UpperBoundCI
## <fct> <fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 bas8 active 0.336 0.0431 0.00963 2.09 0.316 0.357
## 2 bas8 control 0.346 0.0421 0.0133 2.26 0.316 0.376
## 3 on7 active 0.304 0.0426 0.00954 2.09 0.284 0.324
## 4 on7 control 0.347 0.0487 0.0154 2.26 0.313 0.382
## 5 off14 active 0.290 0.0404 0.00903 2.09 0.271 0.309
## 6 off14 control 0.346 0.0424 0.0134 2.26 0.315 0.376
## 7 off28 active 0.310 0.0392 0.00877 2.09 0.291 0.328
## 8 off28 control 0.348 0.0459 0.0145 2.26 0.315 0.380
## 9 off42 active 0.332 0.0419 0.00937 2.09 0.312 0.351
## 10 off42 control 0.352 0.0425 0.0134 2.26 0.322 0.383
## 11 off56 active 0.337 0.0451 0.0101 2.09 0.315 0.358
## 12 off56 control 0.350 0.0326 0.0103 2.26 0.326 0.373
## # … with 7 more variables: LowerBoundSEM <dbl>, UpperBoundSEM <dbl>,
## # LowerBoundSD <dbl>, UpperBoundSD <dbl>, N <int>, LowerBound <dbl>,
## # UpperBound <dbl>##
## Post hoc tests for all effects that were significant##
## Posthoc multiple comparisons of means: Scheffe Test
## 95% family-wise confidence level
##
## $stest
## diff lwr.ci upr.ci pval
## on7-bas8 -0.0211333333 -0.07032049 0.02805383 0.9753
## off14-bas8 -0.0311666667 -0.08035383 0.01802049 0.6978
## off28-bas8 -0.0173000000 -0.06648716 0.03188716 0.9954
## off42-bas8 -0.0009666667 -0.05015383 0.04822049 1.0000
## off56-bas8 0.0012666667 -0.04792049 0.05045383 1.0000
## off14-on7 -0.0100333333 -0.05922049 0.03915383 1.0000
## off28-on7 0.0038333333 -0.04535383 0.05302049 1.0000
## off42-on7 0.0201666667 -0.02902049 0.06935383 0.9830
## off56-on7 0.0224000000 -0.02678716 0.07158716 0.9613
## off28-off14 0.0138666667 -0.03532049 0.06305383 0.9994
## off42-off14 0.0302000000 -0.01898716 0.07938716 0.7413
## off56-off14 0.0324333333 -0.01675383 0.08162049 0.6373
## off42-off28 0.0163333333 -0.03285383 0.06552049 0.9972
## off56-off28 0.0185666667 -0.03062049 0.06775383 0.9914
## off56-off42 0.0022333333 -0.04695383 0.05142049 1.0000
##
## $stim
## diff lwr.ci upr.ci pval
## control-active 0.030025 -9.586105e-05 0.06014586 0.0518 .
##
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##
## Testing Homogeneity of Variance with Brown-Forsythe## Brown-Forsythe Test for Homogeneity of Variance using median
## Df F value Pr(>F)
## group 11 0.1387 0.9995
## 168##
## Testing Normality Assumption with Shapiro-Wilk## *** Possible violation of the assumption. You may
## want to plot the residuals to see how they vary from normal ***##
## Shapiro-Wilk normality test
##
## data: MyAOV_residuals
## W = 0.93843, p-value = 5.696e-07##
## Bayesian analysis of models in order## # A tibble: 4 × 4
## model bf support margin_of_error
## <chr> <dbl> <chr> <dbl>
## 1 stest + stim 2088. " data support is extreme" 1.32e- 2
## 2 stest + stim + stest:stim 812. " data support is extreme" 1.07e- 2
## 3 stim 793. " data support is extreme" 6.69e-12
## 4 stest 1.55 " data support is anecdotal" 2.25e- 6##
## Interaction graph plotted...