Contents: Graduate level course on methods for meta-analysis. Topics covered include: steps of a systematic review, extracting/calculating effect sizes and outcome measures for meta-analyses, equal/fixed/random/mixed-effects models, moderator analyses (meta-regression and subgrouping), model diagnostics (identifying outliers and influential studies) and sensitivity analyses, publication bias, multilevel/multivariate/network meta-analysis models (for handling dependent/correlated outcomes), missing data, and meta-analytic techniques for individual participant data.
Taught: Freie Universität Berlin 2014, Tilburg University 2012-2018, University of Bern 2013/2017, Experimental Psychopathology (EPP) Post-Graduate School 2013, Cologne International Summer University 2013, Graduate School for Production Ecology & Resource Conservation (PE&RC) 2012, IMPRS Uncertainty Summer School 2011, Maastricht University 2009, University of Mannheim 2008, European Association of Personality Psychology (EAPP) Summer School 2009, Interuniversity Graduate School of Psychometrics and Sociometrics (IOPS) 2006/2008/2011/2014/2016/2018, University of Basel 2017, University of Illinois at Urbana-Champaign 2017, Heidelberg University 2018, University of Zurich 2022, Online 2020-2022, University of Murcia 2023.