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Statistical Modeling With R - a dual frequentist and Bayesian approach for life scientists (Hardcover) Loot Price: R3,400
Discovery Miles 34 000
Statistical Modeling With R - a dual frequentist and Bayesian approach for life scientists (Hardcover): Pablo Inchausti

Statistical Modeling With R - a dual frequentist and Bayesian approach for life scientists (Hardcover)

Pablo Inchausti

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Loot Price R3,400 Discovery Miles 34 000 | Repayment Terms: R319 pm x 12*

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To date, statistics has tended to be neatly divided into two theoretical approaches or frameworks: frequentist (or classical) and Bayesian. Scientists typically choose the statistical framework to analyse their data depending on the nature and complexity of the problem, and based on their personal views and prior training on probability and uncertainty. Although textbooks and courses should reflect and anticipate this dual reality, they rarely do so. This accessible textbook explains, discusses, and applies both the frequentist and Bayesian theoretical frameworks to fit the different types of statistical models that allow an analysis of the types of data most commonly gathered by life scientists. It presents the material in an informal, approachable, and progressive manner suitable for readers with only a basic knowledge of calculus and statistics. Statistical Modeling with R is aimed at senior undergraduate and graduate students, professional researchers, and practitioners throughout the life sciences, seeking to strengthen their understanding of quantitative methods and to apply them successfully to real world scenarios, whether in the fields of ecology, evolution, environmental studies, or computational biology.

General

Imprint: Oxford UniversityPress
Country of origin: United Kingdom
Release date: November 2022
Authors: Pablo Inchausti (Professor of Ecology)
Dimensions: 194 x 253 x 29mm (L x W x T)
Format: Hardcover
Pages: 480
ISBN-13: 978-0-19-285901-3
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
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LSN: 0-19-285901-3
Barcode: 9780192859013

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