effect sizes, confidence intervals, and meta-analysis /
Geoff Cumming
xiv, 519 pages :
illustrations ;
24 cm
Multivariate applications series
Includes bibliographical references 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