Required Course Materials

Required Texts

OpenIntro Statistics

Supplemental functions and data for OpenIntro resources, which includes open-source textbooks and resources for introductory statistics at openintro.org. The package contains datasets used in our open-source textbooks along with custom plotting functions for reproducing book figures. The package also contains the datasets used in OpenIntro labs. Note that many functions and examples include color transparency; some plotting elements may not show up properly (or at all) when run in some versions of Windows operating system.

Installation of datasets

The datasets used in the book (and the class) are available here.

You can install the data from released version of openintro available from CRAN with:

install.packages("openintro")

You can install the development version of openintro from GitHub with:

# install.packages("devtools")
library(devtools)
install_github("OpenIntroStat/openintro")

This package was produced as part of the OpenIntro project. For the accompanying textbook, visit openintro.org. A PDF of the textbook is free and paperbacks can be purchased online (royalty-free).

Books

• Hayes, A. (2018). Introduction to mediation, moderation, and conditional process analysis, (2nd Ed.). New York, NY: Guilford Press

• Pituch & Stevens (2016). Applied Multivariate Statistics for the Social Sciences

• Hahs-Vaughn Applied Multivariate Statistical Concepts.

Required Software

Open Source Software

• JASP (Just Another Statistics Program)
  • We will use JASP to perform some analyses that SPSS does not. JASP is free, open source software available for both Mac, Linux and Windows platforms. To download this software please visit https://jasp-stats.org/download

Process for SPSS

• An SPSS macro that runs dozens of mediation, moderation and conditional process models written by Andrew Hayes. Download the macro here https://www.processmacro.org/download.html and follow the installation instructions.

Proprietary

• SPSS