Title: Understanding the new statistics : effect sizes, confidence intervals, and meta-analysis /
Authors: Cumming, Geoff
Publisher: Routledge,
Year: 2012
Subjects: Psychology, Experimental; Psychology, Experimental Statistical methods.; Multivariate analysis; Confidence intervals.; Multivariate Analysis; Confidence Intervals; Sozialwissenschaften.; Statistik; Sozialwissenschaften.; Statistik.
Contents: 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.