Replication and Evidence Factors in Observational Studies, Paul Rosenbaum (9780367751708) — Readings Books

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Replication and Evidence Factors in Observational Studies
Paperback

Replication and Evidence Factors in Observational Studies

$103.00
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Association does not imply causation, yet some causal conclusions are firmly established based on associations found in observational studies. How does that happen?
A study has two evidence factors if it provides two statistically independent tests of one causal hypothesis, susceptible to different biases. Two evidence factors can jointly provide quantifiably stronger evidence than either factor can provide on its own.
The first book about evidence factors.
Examples are drawn from epidemiology, economics, medical research and other fields. Data from these examples is available in a companion R package that reproduces many of the analyses.
Self-contained, presenting needed background from causal inference, statistics and mathematics.
Part 1 of the book presents concepts, methods and applications using limited mathematics.
The theory of evidence factors is presented in a separate, second part of the book.
Mathematics required for the theory is presented from the beginning.

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Format
Paperback
Publisher
Taylor & Francis Ltd
Country
United Kingdom
Date
26 September 2022
Pages
276
ISBN
9780367751708

Association does not imply causation, yet some causal conclusions are firmly established based on associations found in observational studies. How does that happen?
A study has two evidence factors if it provides two statistically independent tests of one causal hypothesis, susceptible to different biases. Two evidence factors can jointly provide quantifiably stronger evidence than either factor can provide on its own.
The first book about evidence factors.
Examples are drawn from epidemiology, economics, medical research and other fields. Data from these examples is available in a companion R package that reproduces many of the analyses.
Self-contained, presenting needed background from causal inference, statistics and mathematics.
Part 1 of the book presents concepts, methods and applications using limited mathematics.
The theory of evidence factors is presented in a separate, second part of the book.
Mathematics required for the theory is presented from the beginning.

Read More
Format
Paperback
Publisher
Taylor & Francis Ltd
Country
United Kingdom
Date
26 September 2022
Pages
276
ISBN
9780367751708