A video from 2016, but still provides an overview as to the importance of reliability and validity.
Dr. Grande does a nice job at interpreting SPSS output of a multiple regression analysis (8 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains the linear model - including multiple predictors.
Andy Field, author of the book Discovering Statistics Using SPSS, explains the steps to conduct a t-test using SPSS (15 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains the Moderation and Mediation (35 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains Multivariate Analysis of Variance (15 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains Nonparametric tests (40 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains Factor Analysis (25 minute video).
Andy Field, author of the book Discovering Statistics Using SPSS, explains Chi-Square test (12 minute video).
Andy Field, author of Discovering Statistics Using SPSS, explains Analysis of Covariance (ANCOVA) (50 minute video).
A 10 minute video on the basics of SPSS. (Includes an overview of the worksheets, labeling variables, selecting scales of measurement, and generating frequencies and descriptive output).
Select the link below to visit a page that provides documents and a video introduction to STATA
Getting Started with STATA for Windows. Release 17 - A STATA Press Publication
Getting Started with STATA (pdf)
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