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Understanding the new statistics : effect sizes, confidence intervals, and meta-analysis

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Author(s): Geoff Cumming
Series: Multivariate applications book series
Publisher: Routledge
Year: 2012

Language: English
Pages: xiv, 519 p. : ill. ; 24 cm
City: New York
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;


Content: 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.