Combining Human Genetics and Causal Inference to Understand Human Disease and Development

Combining Human Genetics and Causal Inference to Understand Human Disease and Development
ISBN-10
1621823814
ISBN-13
9781621823810
Category
Medical
Pages
225
Language
English
Published
2021
Author
George Davey Smith

Description

Mendelian randomization and related techniques allow researchers to use knowledge about genetic factors that contribute to a disease to predict whether other risk factors, such as environmental exposure, play a part. This volume examines how these approaches allow researchers to make causal inferences about modifiable exposures and how this can benefit public health. Topics covered in this essential volume include: - The Meaning of "Cause" in Genetics - Twins and Causal Inference: Leveraging Nature's Experiment - Mendelian Randomization: Concepts and Scope - Integrating Family-Based and Mendelian Randomization Designs - Computational Tools for Causal Inference in Genetics - Using Mendelian Randomization to Improve the Design of Randomized Trials

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