The Statistics of Gene Mapping
Autor: | David Siegmund, Benjamin Yakir |
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EAN: | 9780387496863 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 27.05.2007 |
Kategorie: | |
Schlagworte: | DNA Genotyp Haplotype QTL Statistical genetics genes genetic epidemiology genetics genome genotypes linkage mapping recombination statistics |
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This book details the statistical concepts used in gene mapping, first in the experimental context of crosses of inbred lines and then in outbred populations, primarily humans. It presents elementary principles of probability and statistics, which are implemented by computational tools based on the R programming language to simulate genetic experiments and evaluate statistical analyses. Each chapter contains exercises, both theoretical and computational, some routine and others that are more challenging. The R programming language is developed in the text.