Bayesian analysis in SPSS Statistics

In this series of videos we explore Bayesian approaches to statistical analysis and show how to perform and interpret a Bayesian independent samples test in SPSS Statistics.

Introducing Bayesian analysis with SPSS Statistics

Bayesian analysis in SPSS Statistics

Explores the historical and theoretical context of the classical ‘Frequentist’ statistical approach and its Bayesian counterpart

Prior probabilities and Bayes theorem

Bayesian analysis in SPSS Statistics

Introduces the concept of Prior Probabilities and how these are utilised in Bayes Theorem

Bayesian estimation and hypothesis testing in SPSS Statistics

Bayesian analysis in SPSS Statistics

Introduces credible intervals and the use of Bayes Factor as an alternative to P values

Performing Bayesian analysis in SPSS Statistics

Bayesian analysis in SPSS Statistics

Shows how to perform a Bayesian Analysis in SPSS Statistics and how to interpret the output