Code, Apps, and Tutorials

Last updated on Tutorials

Code, Apps, and Tutorials

Last updated on Tutorials

This research topic contains a list of publications describing tutorials, code, or stand-alone applications or packages for use by applied researchers and quantitative methodologists alike.

Most of our methodological research papers include some custom coding or implementation of a statistical technique or method. Many newer papers outside of this research topic include a repository (e.g., on the Open Science Framework) that contains relevant code. Refer to the original paper for details.

Additional resources or tutorials may be available on the Tutorials section of this website, or on the upcoming Blog section.

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Carl F. Falk
Associate Professor of Quantitative Psychology

Publications

Theories can be represented as statistical models for empirical testing. There is a vast literature on model selection and multimodel …
DOI R package Preprint CPA Talk

Recent work on reliability coefficients has largely focused on continuous items, including critiques of Cronbach’s alpha. Although two …
DOI R Code R Functions

This is a brief expository paper on reparameterized intercepts under constrained variants of the nominal response model, including the …
DOI

Recent years have seen a dramatic increase in item response models for measuring response styles on Likert-type items. These …
DOI

This article introduces and demonstrates the application of an R statistical programming environment code for conducting structural …
Code DOI R package

Computer programming in quantitative analysis refers to the process of creating computer “code”—or instructions that a computer can …
DOI

In this article, we describe two new programs that compute both p-values and confidence intervals (CI) for the indirect effect in …
DOI

Popular computer programs print 2 versions of Cronbach’s alpha: unstandardized alpha, αΣ, based on the covariance matrix, and …
DOI