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Chapman and Hall/CRC Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)

Name: Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)
Brand: Chapman and Hall/CRC
Price: 73.93 GBP
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Description

A Hands-On Way to Learning Data Analysis Part of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. Linear Models with R, Third Edition explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has greatly expanded since the publication of the second edition. New to the Third Edition 40% more content with more explanation and examples throughout New chapter on sampling featuring simulation-based methods Model assessment methods discussed Explanation chapter expanded to include introductory ideas about causation Model interpretation in the presence of transformation Crossvalidation for model selection Chapter on regularization now includes the elastic net More on multiple comparisons and the use of marginal means Discussion of design and power Like its widely praised, best-selling predecessor, this edition combines statistics and R to seamlessly give a coherent exposition of the practice of linear modeling. The text offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using R.

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Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1032583983
Category: Books > Subjects > Computing & Internet > Software & Graphics > Business & Home Office
Domain: Amazon UK
Release Date: 26 March 2025
Listed Since: 03 August 2024

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Chapman and Hall/CRC Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)

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