Replication and Evidence Factors in Observational Studies (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Image 1

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Chapman and Hall/CRC Replication and Evidence Factors in Observational Studies (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Name: Replication and Evidence Factors in Observational Studies (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Brand: Chapman and Hall/CRC
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Medical, Legal & Social Sciences

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Description

Outside of randomized experiments, association does not imply causation, and yet there is nothing defective about our knowledge that smoking causes lung cancer, a conclusion reached in the absence of randomized experimentation with humans. How is that possible? If observed associations do not identify causal effects in observational studies, how can a sequence of such associations become decisive? Two or more associations may each be susceptible to unmeasured biases, yet not susceptible to the same biases. An observational study has two evidence factors if it provides two comparisons susceptible to different biases that may be combined as if from independent studies of different data by different investigators, despite using the same data twice. If the two factors concur, then they may exhibit greater insensitivity to unmeasured biases than either factor exhibits on its own. Replication and Evidence Factors in Observational Studies includes four parts: A concise introduction to causal inference, making the book self-contained Practical examples of evidence factors from the health and social sciences with analyses in R The theory of evidence factors Study design with evidence factors A companion R package evident is available from CRAN.

Product Specifications

Brand: Chapman and Hall/CRC
Format: paperback
ASIN: 0367751704
Category: Books > Subjects > Biography > Medical, Legal & Social Sciences
Domain: Amazon UK
Release Date: 26 September 2022
Listed Since: 03 June 2022

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Chapman and Hall/CRC Replication and Evidence Factors in Observational Studies (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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