Bayesian benefits with JASP

Abstract

We illustrate the Bayesian approach to data analysis using the newly developed statistical software program JASP. With JASP, researchers are able to take advantage of the benefits that the Bayesian framework has to offer in terms of parameter estimation and hypothesis testing. The Bayesian advantages are discussed using real data on the relation between Quality of Life and Executive Functioning in children with Autism Spectrum Disorder.

Keywords:

• Correlation test
• credible interval
• Bayes factor
• JASP

Notes

1 For an indication of the mathematics that have been derived ‘behind the scenes’ see http://arxiv.org/ abs/1510.01188.