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Mendelian Randomization
SPAR
kr 121

Mendelian Randomization: Methods For Causal Inference Using Genetic Variants provides thorough coverage of the methods and practical elements of Mendelian randomization analysis. It brings together diverse aspects of Mendelian randomization from the fields of epidemiology, statistics, genetics, and bioinformatics.

Through multiple examples, the first part of the book introduces the reader to the concept of Mendelian randomization, showing how to perform simple Mendelian randomization investigations and interpret the results. The second part of the book addresses specific methodological issues relevant to the practice of Mendelian randomization, including robust methods, weak instruments, multivariable methods, and power calculations. The authors present the theoretical aspects of these issues in an easy-to-understand way by using non-technical language. The last part of the book examines the potential for Mendelian randomization in the future, exploring both methodological and applied developments.

Features

  • Offers first-hand, in-depth guidance on Mendelian randomization from leaders in the field
  • Makes the diverse aspects of Mendelian randomization understandable to newcomers
  • Illustrates technical details using data from applied analyses
  • Discusses possible future directions for research involving Mendelian randomization
  • Software code is provided in the relevant chapters and is also available at the supplementary website

This book gives epidemiologists, statisticians, geneticists, and bioinformaticians the foundation to understand how to use genetic variants as instrumental variables in observational data.

New in Second Edition: The second edition of the book has been substantially re-written to reduce the amount of technical content, and emphasize practical consequences of theoretical issues. Extensive material on the use of two-sample Mendelian randomization and publicly-available summarized data has been added. The book now includes several real-world examples that show how Mendelian randomization can be used to address questions of disease aetiology, target validation, and drug development

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Mendelian Randomization: Methods For Causal Inference Using Genetic Variants provides thorough coverage of the methods and practical elements of Mendelian randomization analysis. It brings together diverse aspects of Mendelian randomization from the fields of epidemiology, statistics, genetics, and bioinformatics.

Through multiple examples, the first part of the book introduces the reader to the concept of Mendelian randomization, showing how to perform simple Mendelian randomization investigations and interpret the results. The second part of the book addresses specific methodological issues relevant to the practice of Mendelian randomization, including robust methods, weak instruments, multivariable methods, and power calculations. The authors present the theoretical aspects of these issues in an easy-to-understand way by using non-technical language. The last part of the book examines the potential for Mendelian randomization in the future, exploring both methodological and applied developments.

Features

  • Offers first-hand, in-depth guidance on Mendelian randomization from leaders in the field
  • Makes the diverse aspects of Mendelian randomization understandable to newcomers
  • Illustrates technical details using data from applied analyses
  • Discusses possible future directions for research involving Mendelian randomization
  • Software code is provided in the relevant chapters and is also available at the supplementary website

This book gives epidemiologists, statisticians, geneticists, and bioinformaticians the foundation to understand how to use genetic variants as instrumental variables in observational data.

New in Second Edition: The second edition of the book has been substantially re-written to reduce the amount of technical content, and emphasize practical consequences of theoretical issues. Extensive material on the use of two-sample Mendelian randomization and publicly-available summarized data has been added. The book now includes several real-world examples that show how Mendelian randomization can be used to address questions of disease aetiology, target validation, and drug development

Produktdetaljer
Sprog: Engelsk
Sider: 226
ISBN-13: 9781032019512
Indbinding: Paperback
Udgave:
ISBN-10: 1032019514
Udg. Dato: 23 jun 2021
Længde: 18mm
Bredde: 155mm
Højde: 233mm
Oplagsdato: 23 jun 2021
Forfatter(e) Simon G. (Department of Public Health and Primary Care Thompson, Stephen (MRC Biostatistics Unit Burgess, Simon G. Thompson, Stephen Burgess


Kategori Epidemiologi og medicinsk statistik


Sprog Engelsk


Indbinding Paperback


Sider 226


Udgave


Længde 18mm


Bredde 155mm


Højde 233mm


Udg. Dato 23 jun 2021


Oplagsdato 23 jun 2021

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