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Related Experiment Videos

Exponential family models and statistical genetics.

J Palmgren1

  • 1Department of Mathematical Statistics, Stockholm University, Sweden. juni@matematik.su.se

Statistical Methods in Medical Research
|May 29, 2000
PubMed
Summary
This summary is machine-generated.

This review traces the development of statistical models from generalized linear models and Cox regression to modern multivariate and random effects models. These advancements offer unified tools for statistical genetics, particularly in genetic epidemiology.

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Area of Science:

  • Statistics
  • Genetics
  • Epidemiology

Background:

  • The year 1972 marked a pivotal moment with the publication of key papers on generalized linear models and Cox regression.
  • Applied exponential family models have since undergone significant evolution.