Understanding the new statistics : effect sizes, confidence intervals, and meta-analysis /
Geoff Cumming, La Trobe University, Melbourne, Australia.
- xiv, 519 pages : illustrations ; 24 cm.
- Multivariate applications series .
- Multivariate applications book series. .
Includes bibliographical references (;pages 495-502) and index.
Introduction to the new statistics -- From null hypothesis significance testing to effect sizes --- Confidence intervals -- Confidence intervals, error bars, and p values -- Replication -- Two simple designs -- Meta-analysis 1: introduction and forest plots -- Meta-analysis 2: models -- Meta-analysis 3: larger-scale analyses -- The noncentral t distribution -- Cohen's d -- Power -- Precision for planning -- Correlations, proportions, and further effect size measures -- More complex designs and the new statistics in practice.