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Effect Sizes & Sampling Variances
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Meta-Analytic Psychotherapy Research
Introduction
On The Shoulders of Giants...
Definition
"Flavors" of Meta-Analysis
Meta-Analysis in Mental Health Care
"Exercises in Meta-Silliness"
Early Meta-Analyses
The Meta-Analytic Big Bang
The Great Psychotherapy Debate
A Brief Tour of Meta-Analysis Pitfalls
Defining The Research Question
Finding A Good Research Question
The PICO
Guidelines
Searching Databases
Risk of Bias
Data Extraction
Study Quality & Risk of Bias
Effect Sizes & Sampling Variances
Effect Sizes
Sampling Variances
Common Effect Sizes in Experimental Designs
The Number Needed To Treat
Pooling Effect Sizes
Statistical Models
The Equal-Effects Model
The Random-Effects Model
Between-Study Heterogeneity
Subgroup Analysis & Meta-Regression
Publication Bias
A Cautionary Tale
How Widespread Is the Problem?
Non-Reporting Biases & QRPs
Small-Study Effect Methods
Selection Models
References
Contents
Slides
Effect Sizes
Slides
Keywords
: Cohen’s
d
, Causality, Summary Statistic
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Sampling Variances
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