A
Alexandra Sarafoglou
Researcher at University of Amsterdam
Publications - 27
Citations - 2333
Alexandra Sarafoglou is an academic researcher from University of Amsterdam. The author has contributed to research in topics: Computer science & Bayesian statistics. The author has an hindex of 9, co-authored 22 publications receiving 1364 citations.
Papers
More filters
Journal ArticleDOI
Bayesian inference for psychology. Part II: Example applications with JASP
Eric-Jan Wagenmakers,Jonathon Love,Maarten Marsman,Tahira Jamil,Alexander Ly,Josine Verhagen,Ravi Selker,Quentin Frederik Gronau,Damian Dropmann,Bruno Boutin,Frans Meerhoff,Patrick Knight,Akash Raj,Erik-Jan van Kesteren,Johnny van Doorn,Martin Šmíra,Sacha Epskamp,Alexander Etz,Dora Matzke,Tim de Jong,Don van den Bergh,Alexandra Sarafoglou,Helen Steingroever,Koen Derks,Jeffrey N. Rouder,Richard D. Morey +25 more
TL;DR: This part of this series introduces JASP (http://www.jasp-stats.org), an open-source, cross-platform, user-friendly graphical software package that allows users to carry out Bayesian hypothesis tests for standard statistical problems.
Journal ArticleDOI
The JASP guidelines for conducting and reporting a Bayesian analysis
Johnny van Doorn,Don van den Bergh,Udo Böhm,Fabian Dablander,Koen Derks,Tim Draws,Alexander Etz,Nathan J. Evans,Quentin Frederik Gronau,Julia M. Haaf,Max Hinne,Šimon Kucharský,Alexander Ly,Alexander Ly,Maarten Marsman,Dora Matzke,Akash R. Komarlu Narendra Gupta,Alexandra Sarafoglou,Angelika Stefan,Jan G. Voelkel,Eric-Jan Wagenmakers +20 more
TL;DR: These guidelines are geared towards analyses performed with the open-source statistical software JASP, and most guidelines extend to Bayesian inference in general.
The JASP Guidelines for Conducting and Reporting a Bayesian Analysis - Online Repository
Johnny van Doorn,Dora Matzke,Alexandra Sarafoglou,Donald D. Bergh,Eric-Jan Wagenmakers,Quentin Frederik Gronau,Fabian Dablander,Šimon Kucharský,Alexander Ly,Koen Derks +9 more
TL;DR: These guidelines are geared toward analyses performed with the open-source statistical software JASP, and most guidelines extend to Bayesian inference in general.
Journal ArticleDOI
A tutorial on bridge sampling.
Quentin Frederik Gronau,Alexandra Sarafoglou,Dora Matzke,Alexander Ly,Udo Boehm,Maarten Marsman,David S. Leslie,Jonathan J. Forster,Eric-Jan Wagenmakers,Helen Steingroever +9 more
TL;DR: It is concluded that bridge sampling is an attractive method for mathematical psychologists who typically aim to approximate the marginal likelihood for a limited set of possibly high-dimensional models.
Journal ArticleDOI
A tutorial on conducting and interpreting a bayesian ANOVA in JASP Tutoriel pour réaliser et interpréter une analyse de variance bayésienne dans JASP
D. van deBergh,J. vanDoorn,Maarten Marsman,Tim Draws,Erik-Jan van Kesteren,Koen Derks,Fabian Dablander,Quentin Frederik Gronau,Šimon Kucharský,A.R. Komarlu Narendra Gupta,Alexandra Sarafoglou,Jan G. Voelkel,Angelika Stefan,Alexander Ly,Max Hinne,Dora Matzke,Eric-Jan Wagenmakers +16 more
TL;DR: In this paper, the authors provide a guide for executing and interpreting a Bayesian ANOVA with JASP, an open-source statistical software program with a graphical user interface, using two empirical examples.