20.500.12556/RUL-127097 bayes4psy an open source R package for Bayesian statistics in psychology Research in psychology generates complex data and often requires unique statistical analyses. These tasks are often very specific, so appropriate statistical models and methods cannot be found in accessible Bayesian tools. As a result, the use of Bayesian methods is limited to researchers and students that have the technical and statistical fundamentals that are required for probabilistic programming. Such knowledge is not part of the typical psychology curriculum and is a difficult obstacle for psychology students and researchers to overcome. The goal of the bayes4psy package is to bridge this gap and offer a collection of models and methods to be used for analysing data that arises from psychological experiments and as a teaching tool for Bayesian statistics in psychology. The package contains the Bayesian t-test and bootstrapping along with models for analysing reaction times, success rates, and tasks utilizing colors as a response. It also provides the diagnostic, analytic and visualization tools for the modern Bayesian data analysis workflow. Bayesian statistics R psychology reaction time success rate Bayesian t-test color analysis linear model Bayesova statistika R psihologija reakcijski čas uspešnost Bayesov t-test analiza barv linearni model true false true Angleški jezik Slovenski jezik Članek v reviji 2021-05-17 14:30:06 2021-05-17 14:30:11 2022-09-06 03:49:44 0000-00-00 00:00:00 2020 0 0 20 str. art. 947 Vol. 11 May 2020 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 519.22:159.9 1664-1078 10.3389/fpsyg.2020.00947 14800387 RAZ_Demsar_Jure_2020.pdf RAZ_Demsar_Jure_2020.pdf 1 821DDA87F78CE0114A47EFD8AAE02E39 e1c6c015b2b4c054ffa3826a06a254ff97e2c9ae77f14dc94d9c0dfd27989da5 84585a87-b70c-11eb-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=143319 https://www.frontiersin.org/articles/10.3389/fpsyg.2020.00947/full 1 bee09aa5-b70b-11eb-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=143318 Fakulteta za računalništvo in informatiko Filozofska fakulteta 0 0 0