Permutation Testing for Isotonic Inference on Association Studies in Genetics

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Medical Science, Genetics, Science & Nature, Mathematics
Cover of the book Permutation Testing for Isotonic Inference on Association Studies in Genetics by Luigi Salmaso, Rosa Arboretti, Livio Corain, Dario Mazzaro, Springer Berlin Heidelberg
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Author: Luigi Salmaso, Rosa Arboretti, Livio Corain, Dario Mazzaro ISBN: 9783642205842
Publisher: Springer Berlin Heidelberg Publication: July 9, 2011
Imprint: Springer Language: English
Author: Luigi Salmaso, Rosa Arboretti, Livio Corain, Dario Mazzaro
ISBN: 9783642205842
Publisher: Springer Berlin Heidelberg
Publication: July 9, 2011
Imprint: Springer
Language: English

The purpose of this book is to illustrate a new statistical approach to test allelic association and genotype-specific effects in the genetic study of diseases. There are some parametric and non-parametric methods available for this purpose. We deal with population-based association studies, but comparisons with other methods will also be drawn, analysing the advantages and disadvantages of each one, particularly with regard to power properties with small sample sizes. In this framework we will work out some nonparametric statistical permutation tests and likelihood-based tests to perform case-control analyses to study allelic association between marker, disease-gene and environmental factors. Permutation tests, in particular, will be extended to multivariate and more complex studies, where we deal with several genes and several alleles together. Furthermore, we show simulations under different assumptions on the genetic model and analyse real data sets by simply studying one locus with the permutation test.

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The purpose of this book is to illustrate a new statistical approach to test allelic association and genotype-specific effects in the genetic study of diseases. There are some parametric and non-parametric methods available for this purpose. We deal with population-based association studies, but comparisons with other methods will also be drawn, analysing the advantages and disadvantages of each one, particularly with regard to power properties with small sample sizes. In this framework we will work out some nonparametric statistical permutation tests and likelihood-based tests to perform case-control analyses to study allelic association between marker, disease-gene and environmental factors. Permutation tests, in particular, will be extended to multivariate and more complex studies, where we deal with several genes and several alleles together. Furthermore, we show simulations under different assumptions on the genetic model and analyse real data sets by simply studying one locus with the permutation test.

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