Tarunjeet Klair, Danielle Fritze, Glenn Halff, Ronit Patnaik, Elizabeth Thomas, Gregory Abrahamian, Jonathan M Cullen, Francisco Cigarroa
Liver paired exchange U.S. single center experience - pairs, chains, and use of compatible pairs'
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society
present study developed tested r module explore best models within context multilevel modeling research public health module developed exploremodels compares possible candidate models generated set candidate predictors information criteria akaike information criterion aic bayesian information criterion bic multiprocessing testing ran exploremodels datasets analyzed three previous studies public health assumed candidate models different degrees model complexity three studies examined predictors psychological wellbeing compliance preventive measures vaccine intent covid19 pandemic conducting model exploration exploremodels crossvalidated nomination results calculated model bayes factors examine whether model exploration performed accurately results suggest exploremodels using aic bic nominate best candidate models nomination outcomes supported calculated model bayes factors particular identified models superior full models terms model bayes factors also employing aic bic multiprocessing exploremodels requires shorter processing time model bayes factor calculations results indicate exploremodels reliable valid feasible tool conduct datadriven model exploration datasets collected multiple groups research health psychology education