Exploring Statistics

Quality Statistics Videos (Section 1)

reliability and validity

A video from 2016, but still provides an overview as to the importance of reliability and validity.

the spine of statistics (Part 1)

Andy Field, author of the book Discovering Statistics Using SPSS, introduces the SPINE of statistics (54 minute video).

the spine of statistics (Part 2)

Andy Field, author of the book Discovering Statistics Using SPSS, introduces the SPINE of statistics (50 minute video).

the spine of statistics (Part 3)

Andy Field, author of the book Discovering Statistics Using SPSS, introduces the SPINE of statistics (50 minute video).

Beast of Bias

Andy Field, author of the book Discovering Statistics Using SPSS, explains Bias (50 minute video).

effect size and bayes factors

Andy Field, author of the book Discovering Statistics Using SPSS, goes beyond significance tests and introduces effect size (55 minute video).

The Linear Model

Andy Field, author of the book Discovering Statistics Using SPSS, explains the linear model - including multiple predictors.

t-Tests using SPSS

Andy Field, author of the book Discovering Statistics Using SPSS, explains the steps to conduct a t-test using SPSS (15 minute video).

Introduction to Analysis of Variance (ANOVA)

Andy Field, author of the book Discovering Statistics Using SPSS, introduces Analysis of Variance (ANOVA), (50 minute video).

Quality Statistics Videos (Section 2)

moderation and mediation

Andy Field, author of the book Discovering Statistics Using SPSS, explains the Moderation and Mediation (35 minute video).

Multivariate analysis of variance (manova)

Andy Field, author of the book Discovering Statistics Using SPSS, explains Multivariate Analysis of Variance (15 minute video).

nonparametric tests and SPSS

Andy Field, author of the book Discovering Statistics Using SPSS, explains Nonparametric tests (40 minute video).

factor analysis and spss

Andy Field, author of the book Discovering Statistics Using SPSS, explains Factor Analysis (25 minute video).

chi-square tests and spss

Andy Field, author of the book Discovering Statistics Using SPSS, explains Chi-Square test (12 minute video).

Analysis of Covariance (ANCOVA)

Andy Field, author of Discovering Statistics Using SPSS, explains Analysis of Covariance (ANCOVA) (50 minute video).

Factorial Design

A 50 minute video on factorial design

Repeated Measures Design

A 60 minute video on repeated measures design.

handling missing data

A 45-minute presentation on replacing missing data using multiple imputation (SPSS).

Statistics

Biostatistics