Folders:

data preprocessing: scripts to clean & format data

HB estimation: scripts to estimate & combine HB estimates:

• HB_test_retest_cov.R, HB_test_retest_ind.R, HB_split_half_cov.R, and HB_split_half_ind.R run and combine HB parameter estimates, where test_retest vs. split_half indicate type of reliability and cov (estimate covariance matrix) and ind (estimate and correlate indivdual parameters) indicate how reliability is calculated
• .stan files run parameter estimation: daw/otto/decker in file name indicates specfic model parameterization, _oe indicates split-half (odd/even; versus test-retest), and _wcov indicates estimation of covariance matrix. These are called by the R scripts above.

MLE: scripts to estimate & combine MLE estimates:

• MLE_test_retest_combine.R and MLE_split_half_combine.R run and combine MLE parameter estimates
• MLE_test_retest.R and MLE_split_half.R run parameter estimation (for all three model parameterizations). These are called by the MLE_*_combine.R scripts.

logistic regression: scripts to estimate & combine LR estimates (this is all in one script)