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Hartung, Joachim

Statistical Meta-Analysis with Applications

Hartung, Joachim - Statistical Meta-Analysis with Applications, e-bok

103,60€

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ISBN: 9781118210963
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An accessible introduction to performing meta-analysis across various areas of research

The practice of meta-analysis allows researchers to obtain findings from various studies and compile them to verify and form one overall conclusion. Statistical Meta-Analysis with Applications presents the necessary statistical methodologies that allow readers to tackle the four main stages of meta-analysis: problem formulation, data collection, data evaluation, and data analysis and interpretation. Combining the authors' expertise on the topic with a wealth of up-to-date information, this book successfully introduces the essential statistical practices for making thorough and accurate discoveries across a wide array of diverse fields, such as business, public health, biostatistics, and environmental studies.

Two main types of statistical analysis serve as the foundation of the methods and techniques: combining tests of effect size and combining estimates of effect size. Additional topics covered include:

  • Meta-analysis regression procedures

  • Multiple-endpoint and multiple-treatment studies

  • The Bayesian approach to meta-analysis

  • Publication bias

  • Vote counting procedures

  • Methods for combining individual tests and combining individual estimates

  • Using meta-analysis to analyze binary and ordinal categorical data

Numerous worked-out examples in each chapter provide the reader with a step-by-step understanding of the presented methods. All exercises can be computed using the R and SAS® software packages, which are both available via the book's related Web site. Extensive references are also included, outlining additional sources for further study.

Requiring only a working knowledge of statistics, Statistical Meta-Analysis with Applications is a valuable supplement for courses in biostatistics, business, public health, and social research at the upper-undergraduate and graduate levels. It is also an excellent reference for applied statisticians working in industry, academia, and government.

Författare
 
 
Utgivare
John Wiley and Sons, Inc.
Utgivningsår
2008
Språk
en
Utgåva
1
Serie
Wiley Series in Probability and Statistics
Sidantal
288 sidor
Kategori
Hälsa, skönhet, mode
Format
E-bok
eISBN (ePUB)
9781118210963
Tryckt ISBN
9780470290897

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