Links and Research Resources

Macros and code for testing mediation, moderation, and moderated mediation

Andrew Hayes’ (2018) PROCESS macro for SPSS and SAS
Mplus code for running mediation, moderation, and moderated mediation models
Amanda Montoya’s MEMORE macro for SPSS and SAS (Mediation and Moderation for Repeated Measures)

Free Statistical Software

Jamovi – Versatile statistical program for an array of analyses, including descriptive statistics, T-Tests, ANOVA, Repeated Measures ANOVA, ANCOVA, MANOVA, Non-parametric ANOVA’s, Correlation, Linear regression, Binomial logistic regression, Multinomial logistic regression, Reliability analysis, Principal component analysis (PCA), Exploratory factor analysis (EFA), and Confirmatory factor analysis (CFA), and various other statistical tests.
JASP Statistical Software – Much like Jamovi, but capable of performing more complex procedures
Patrick Wessa’s Free Statistical software is another great program. It isn’t as flashy as Jamovi, but it can be used to perform a wide array of analyses
Deen Freelon’s ReCal is a fantastic online calculator that computes intercoder/interrater reliability coefficients for nominal, ordinal, interval, or ratio-level data. It provides percent agreement, Scott’s pi, Cohen’s kappa, Fleiss’ kappa, and Krippendorff’s alpha.

Websites with useful resources, links, programs and examples

Kristopher Preacher’s page: resources for mediation and moderation tests
Yung-jui Yang’s web site: Contains SAS macros to test and plot interaction effects

Other web-based statistical resources