##        Dataset Predictor   Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.3579580 0.1555971 0.0239757692
## 2  Exploratory        PE  7.6817115 1.2687228 0.0003476611
## 3 Confirmatory   Outcome  0.1542318 0.1311853 0.2402918475
## 4 Confirmatory        PE  1.9760509 0.4992465 0.0007621676

##        Dataset Predictor   Estimate        SE       p_Val
## 1  Exploratory   Outcome -0.2119412 0.1869335 0.258867186
## 2  Exploratory        PE -6.1970840 1.7335836 0.003812685
## 3 Confirmatory   Outcome -0.2393437 0.1425801 0.094005766
## 4 Confirmatory        PE -1.9476362 0.7449556 0.013973419

##        Dataset Predictor   Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.3875669 0.1618433 0.0187063962
## 2  Exploratory        PE  8.7389032 1.4102686 0.0000148096
## 3 Confirmatory   Outcome  0.1415270 0.1495396 0.3494754307
## 4 Confirmatory        PE  2.0305686 0.5275616 0.0015277721

##        Dataset Predictor   Estimate        SE       p_Val
## 1  Exploratory   Outcome -0.1991823 0.2193224 0.368187686
## 2  Exploratory        PE -5.7637457 1.8670995 0.005060581
## 3 Confirmatory   Outcome -0.2493510 0.1482967 0.099724966
## 4 Confirmatory        PE -2.0230695 0.7712681 0.014013005

##        Dataset Predictor   Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.4478579 0.1917008 2.422373e-02
## 2  Exploratory        PE  9.1209853 1.5908515 7.194707e-06
## 3 Confirmatory   Outcome  0.1408225 0.1551558 3.696735e-01
## 4 Confirmatory        PE  2.1545976 0.6070986 5.784055e-03

##        Dataset Predictor   Estimate        SE       p_Val
## 1  Exploratory   Outcome -0.1989053 0.2296435 0.390744594
## 2  Exploratory        PE -6.1048214 1.9258199 0.004110123
## 3 Confirmatory   Outcome -0.2662194 0.1588900 0.100689730
## 4 Confirmatory        PE -2.1549411 0.8145517 0.012888576

##        Dataset Predictor   Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.5176907 0.2072573 1.655907e-02
## 2  Exploratory        PE 11.3802420 1.7895115 5.389339e-07
## 3 Confirmatory   Outcome  0.1787389 0.1541987 2.500693e-01
## 4 Confirmatory        PE  2.2783588 0.7743138 6.077264e-03

##        Dataset Predictor   Estimate        SE       p_Val
## 1  Exploratory   Outcome -0.2091129 0.2377902 0.383726158
## 2  Exploratory        PE -6.9088322 2.0781130 0.002443914
## 3 Confirmatory   Outcome -0.2598600 0.1407727 0.065392177
## 4 Confirmatory        PE -2.1913916 0.8410298 0.012035995

##        Dataset Predictor   Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.5107666 0.2293462 3.136994e-02
## 2  Exploratory        PE 12.3156781 1.9527430 3.689184e-07
## 3 Confirmatory   Outcome  0.1810514 0.1644091 2.777510e-01
## 4 Confirmatory        PE  2.2698980 0.8409704 1.005697e-02

##        Dataset Predictor   Estimate        SE       p_Val
## 1  Exploratory   Outcome -0.2672158 0.2508722 0.292145213
## 2  Exploratory        PE -7.1853081 2.2406559 0.002926799
## 3 Confirmatory   Outcome -0.3223893 0.1887135 0.094721928
## 4 Confirmatory        PE -2.1922487 0.9062549 0.020133741

##        Dataset Predictor    Estimate        SE        p_Val
## 1  Exploratory   Outcome -0.35091456 0.3008881 2.490921e-01
## 2  Exploratory        PE 10.50333944 2.0831436 1.120097e-05
## 3 Confirmatory   Outcome  0.03989528 0.2192213 8.565987e-01
## 4 Confirmatory        PE  1.97307421 0.9022751 3.530595e-02

##        Dataset Predictor   Estimate        SE      p_Val
## 1  Exploratory   Outcome -0.5962224 0.3210805 0.06913072
## 2  Exploratory        PE -5.1894624 2.5196482 0.04627511
## 3 Confirmatory   Outcome -0.2690552 0.2469927 0.28073741
## 4 Confirmatory        PE -1.5055437 0.8994961 0.10275010

##        Dataset Predictor  Estimate        SE       p_Val
## 1  Exploratory   Outcome  1.548322 0.7750819 0.053717865
## 2  Exploratory        PE  4.445694 2.3133569 0.063987242
## 3 Confirmatory   Outcome -2.422180 0.9015930 0.009590041
## 4 Confirmatory        PE  3.742052 1.1892458 0.002649027

##        Dataset Predictor    Estimate        SE        p_Val
## 1  Exploratory   Outcome -2.34222288 0.6297421 0.0009487562
## 2  Exploratory        PE  0.05860359 2.5095910 0.9815166739
## 3 Confirmatory   Outcome  0.67504293 1.0489737 0.5225268897
## 4 Confirmatory        PE -1.56637516 1.3659484 0.2569439371

Effects Tables

Parameter Estimates for PA models

Gamma: 0.01 - 0.99
Dataset Gamma DV outcome_Beta outcome_SE outcome_Tstat outcome_Pval PE_Beta PE_SE PE_Tstat PE_Pval conv_error
Exploratory 0.01 PA -0.3579580 0.1555971 -2.3005444 0.0239758 7.681711 1.2687228 6.054681 0.0003477 1
Confirmatory 0.01 PA 0.1542318 0.1311853 1.1756788 0.2402918 1.976051 0.4992465 3.958066 0.0007622 1
Exploratory 0.10 PA -0.3875669 0.1618433 -2.3947040 0.0187064 8.738903 1.4102686 6.196623 0.0000148 1
Confirmatory 0.10 PA 0.1415270 0.1495396 0.9464183 0.3494754 2.030569 0.5275616 3.848970 0.0015278 0
Exploratory 0.25 PA -0.4478579 0.1917008 -2.3362337 0.0242237 9.120985 1.5908515 5.733398 0.0000072 0
Confirmatory 0.25 PA 0.1408225 0.1551558 0.9076195 0.3696735 2.154598 0.6070986 3.549008 0.0057841 0
Exploratory 0.50 PA -0.5176907 0.2072573 -2.4978159 0.0165591 11.380242 1.7895115 6.359412 0.0000005 0
Confirmatory 0.50 PA 0.1787389 0.1541987 1.1591464 0.2500693 2.278359 0.7743138 2.942423 0.0060773 1
Exploratory 0.75 PA -0.5107666 0.2293462 -2.2270545 0.0313699 12.315678 1.9527430 6.306861 0.0000004 0
Confirmatory 0.75 PA 0.1810514 0.1644091 1.1012251 0.2777510 2.269898 0.8409704 2.699141 0.0100570 0
Exploratory 0.90 PA -0.3509146 0.3008881 -1.1662629 0.2490921 10.503339 2.0831436 5.042062 0.0000112 0
Confirmatory 0.90 PA 0.0398953 0.2192213 0.1819863 0.8565987 1.973074 0.9022751 2.186777 0.0353060 0
Exploratory 0.99 PA 1.5483223 0.7750819 1.9976241 0.0537179 4.445694 2.3133569 1.921750 0.0639872 0
Confirmatory 0.99 PA -2.4221796 0.9015930 -2.6865553 0.0095900 3.742052 1.1892458 3.146575 0.0026490 0

Parameter Estimates for NA models

Gamma: 0.01 - 0.99
Dataset Gamma DV outcome_Beta outcome_SE outcome_Tstat outcome_Pval PE_Beta PE_SE PE_Tstat PE_Pval conv_error
Exploratory 0.01 NA -0.2119412 0.1869335 -1.1337785 0.2588672 -6.1970840 1.7335836 -1.1337785 0.0038127 1
Confirmatory 0.01 NA -0.2393437 0.1425801 -1.6786619 0.0940058 -1.9476362 0.7449556 -2.6144326 0.0139734 1
Exploratory 0.10 NA -0.1991823 0.2193224 -0.9081715 0.3681877 -5.7637457 1.8670995 -3.0870052 0.0050606 0
Confirmatory 0.10 NA -0.2493510 0.1482967 -1.6814333 0.0997250 -2.0230695 0.7712681 -2.6230433 0.0140130 0
Exploratory 0.25 NA -0.1989053 0.2296435 -0.8661482 0.3907446 -6.1048214 1.9258199 -3.1699856 0.0041101 0
Confirmatory 0.25 NA -0.2662194 0.1588900 -1.6754953 0.1006897 -2.1549411 0.8145517 -2.6455549 0.0128886 0
Exploratory 0.50 NA -0.2091129 0.2377902 -0.8794010 0.3837262 -6.9088322 2.0781130 -3.3245700 0.0024439 0
Confirmatory 0.50 NA -0.2598600 0.1407727 -1.8459546 0.0653922 -2.1913916 0.8410298 -2.6056053 0.0120360 1
Exploratory 0.75 NA -0.2672158 0.2508722 -1.0651471 0.2921452 -7.1853081 2.2406559 -3.2067879 0.0029268 0
Confirmatory 0.75 NA -0.3223893 0.1887135 -1.7083533 0.0947219 -2.1922487 0.9062549 -2.4190200 0.0201337 0
Exploratory 0.90 NA -0.5962224 0.3210805 -1.8569249 0.0691307 -5.1894624 2.5196482 -2.0595980 0.0462751 0
Confirmatory 0.90 NA -0.2690552 0.2469927 -1.0893246 0.2807374 -1.5055437 0.8994961 -1.6737634 0.1027501 0
Exploratory 0.99 NA -2.3422229 0.6297421 -3.7193365 0.0009488 0.0586036 2.5095910 0.0233518 0.9815167 0
Confirmatory 0.99 NA 0.6750429 1.0489737 0.6435270 0.5225269 -1.5663752 1.3659484 -1.1467308 0.2569439 0