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Statistical Methods for Meta-Analysis
 
 
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Statistical Methods for Meta-Analysis [Hardcover]

Larry V. Hedges (Author), Ingram Olkin (Author)
5.0 out of 5 stars  See all reviews (1 customer review)

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Book Description

0123363802 978-0123363800 August 11, 1985 1
The main purpose of this book is to address the statistical issues for integrating independent studies. There exist a number of papers and books that discuss the mechanics of collecting, coding, and preparing data for a meta-analysis , and we do not deal with these.
Because this book concerns methodology, the content necessarily is statistical, and at times mathematical. In order to make the material accessible to a wider audience, we have not provided proofs in the text. Where proofs are given, they are placed as commentary at the end of a chapter. These can be omitted at the discretion of the reader.
Throughout the book we describe computational procedures whenever required. Many computations can be completed on a hand calculator, whereas some require the use of a standard statistical package such as SAS, SPSS, or BMD. Readers with experience using a statistical package or who conduct analyses such as multiple regression or analysis of variance should be able to carry out the analyses described with the aid of a statistical package.

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Editorial Reviews

Review

"This book brings a new level of statistical sophistication to the problem of comining quantitative measures from different studies. The book will be widely used and admired."
AMERICAN SCIENTIST

"Within its scope and for its intended audience, Statistical Methods for Meta-Analysis is... the best of several books on meta-analysis currently available. It belongs in the libraries of schools of education and of medicine, and in departments of economics, polictical science, psychology, sociology, and statistics. Anyone regularly engaged in meta-analysis will want to own it."
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Product Details

  • Hardcover: 369 pages
  • Publisher: Academic Press; 1 edition (August 11, 1985)
  • Language: English
  • ISBN-10: 0123363802
  • ISBN-13: 978-0123363800
  • Product Dimensions: 9.1 x 6.2 x 1.2 inches
  • Shipping Weight: 1.6 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #684,558 in Books (See Top 100 in Books)

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30 of 31 people found the following review helpful:
5.0 out of 5 stars masterpiece on meta-analyses, January 23, 2008
This review is from: Statistical Methods for Meta-Analysis (Hardcover)
Prior to the publication of this text in 1984, there was a scattered statistical literature on combining information from several data sources or experiments to produce stronger statistical analyses. The idea dates back to an early paper by R. A. Fisher for combining p-values.

Hedges and Olkin with this book provided a systematic and rigorous treatment of the subject. They had seen the technique being used (and sometimes abused) in the social sciences and in education in particular. This book was the first source to compile the results from a scattered literature into a systematic treatment of the classical statistical approach to meta-analysis. It is still the best source for the subject.
Today meta-analysis is common in studies in medical research. Similar Bayesian approaches through the use of Bayesian Hierarchical Models are also aimed at the same goals as meta-analysis. See for example the recent text by Stangl and Berry.

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Inside This Book (learn more)
First Sentence:
Replication of experimental results has long been a central feature of scientific inquiry, and it raises questions concerning how to combine the results obtained. Read the first page
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Technical Commentary, Example Return, Example Suppose, School Study, Studies Studies, Clustering Estimates of Effect Magnitude, Entering Table, Karl Pearson, Studies of Gender Differences, Example Some, Student Self-Concept Study
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