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Statistics for Biology and Health: Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics

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This book, suitable for numerate biologists and for applied statisticians, provides the foundations of likelihood, Bayesian and MCMC methods in the context of genetic analysis of quantitative traits. Although a number of excellent texts in these areas have become available in recent years, the basic ideas and tools are typically described in a technically demanding style and contain much more detail than necessary. Here, an effort has been made to relate biological to statistical parameters throughout, and the book includes extensive examples that illustrate the developing argument.

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Statistics for Biology and Health: Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics, Daniel Sörensen, Daniel Gianola

Język
Rok wydania
2002
Oprawa
(twarda)
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3,7
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3 Ocena

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Tytuł
Statistics for Biology and Health: Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics
Język
angielski
Wydawca
Springer
Rok wydania
2002
Oprawa
twarda
Liczba stron
757
ISBN10
0387954406
ISBN13
9780387954400
Seria
Ocena
3,65 z 5
Opis
This book, suitable for numerate biologists and for applied statisticians, provides the foundations of likelihood, Bayesian and MCMC methods in the context of genetic analysis of quantitative traits. Although a number of excellent texts in these areas have become available in recent years, the basic ideas and tools are typically described in a technically demanding style and contain much more detail than necessary. Here, an effort has been made to relate biological to statistical parameters throughout, and the book includes extensive examples that illustrate the developing argument.