![]() OSF resource on sampling (workshop SIPS 2019). The use of Western, Educated, Industrialized, Rich and Democratic (WEIRD) samples in psychology (Henrich et al.) Thinking about causality in complex interventions (Rickles, 2009) How to properly assess causality using linear models using path diagrams (Judea Pearl)Īre randomized controlled trials the panacea for establishing causality? (Deaton and Cartwright) ![]() ![]() Thinking Clearly About Correlations and Causation: Graphical Causal Models for Observational Data (Julia Rohrer). Guide to instrumental variables in the social sciences (Bollen)Īpplying causal modeling to epidemiological data (Petersen & Van der Laan) The C-Word: Scientific Euphemisms Do Not Improve Causal Inference From Observational Data (Hernan) How to move from statistical association to causation? (Genetian et al.) ![]() Introduction to endogeneity: when a "causal" variable is correlated with the error term of the DV (usually in non-experimental designs) Using deception ethically (Antonio Pascual Leone et al.) Time series experiments: a solution when randomized controlled trials are too costly or difficult (Biglan et al.)Įxample of combining qualitative and quantitative methods to tackle a research question (Maykel Verkuyten)Įxample of combining qualitative and quantitative methods to tackle a research question (Anouk Manassen)ĪPA’s guidelines on Responsible Conduct of Research Why designing experiments is preferable to mediational analysis in examining causal processes (Spencer, Zanna & Fong) How to design studies with mediation in mind (Pirlott & McKinnon) Online measurement resources (Elko Fried & Jessica Flake) Scale development (Clark and Watson, 1995)Ĭhapter on question wording and item formulation (Malte Elson) Measurement Schmeasurement symposium summary Sample size planning for cognition and perception with repeated measured (Jeff Rouder)ĮFFECT SIZES THEORY AND RESEARCH QUESTIONSĪnswering developmental questions using secondary dataĬreative hypothesis generation in psychology (Bill McGuire)Ĭlassic paper on construct validity (Cronbach & Meehl)Īppraising theories in psychology (Meehl) Sample size planning adjusting for publication bias and uncertainty (Anderson et al.) How many participants do I need to test a moderation of the effect I found in my first study? Post on Data Coladaĭetermining sample size in social psychology (in French). Sequential data analysis: Maximizing power and minimizing sample size at the same time. (Daniël Lakens) Powerlmm: An R package for computing power in multilevel models (Kristofer Magnusson)Įstimating sample size in multilevel models (in relationship research Lane & Hennes) ![]() Online calculator for power estimation in mixed models. Pangea: A web applet that computes power for General Anova designs (Jake Westfall)Ĭomputing power for interactions involving one continuous and one dichotomous variableĬomputing power when you have more than one within subject factor (D’Amico et al.)Ĭalculating power for a 3-way ANOVA in G*Power G*Power: free software that computes power for a variety of designsĭeclaredesign: Interactive R program that computes power based on your design (using simulations). Practical guide to power analysis in simple experimental designs (Perugini et al.) Power in multilevel relationships research ![]()
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