New Statistics Short Course

Lecture Notes, Exercises, R Examples and Data Sets from 'Moving away from NHST: A Primer on the New Statistics'

 

Day One

Part One

Introduction to NHST

Intro NHST Exercise  (Dataset)  (R Script)

Part Two

Issues with NHST

Issues with NHST Exercise  (Dataset)  (R Script)

 

 

Day Two

Part One

Multiplicity Issues and NHST

Part Two

Confidence Intervals, Effect Sizes and Confidence Intervals for Effect Sizes

CIs and Effect Sizes Exercise (Dataset)  (R Script)

Part Three

Replication

Replication Exercise (Dataset) (R Script)

 

 

Day Three

Bayesian Inference (R Example)

Meta-Analysis (R Example) (Dataset)