Download EBOOK Linear Models with R PDF for free


Download EBOOK Linear Models with R PDF for free Category: Science & Geography
The author of the book: Julian J. Faraway
Format files: PDF, EPUB, TXT, DOCX
The size of the: 876 KB
Language: English
ISBN-13: 9781439887332
Edition: Chapman & Hall/CRC
Date of issue: 17 July 2014

Description of the book "Linear Models with R":

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, Second 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 first edition. New to the Second Edition * Reorganized material on interpreting linear models, which distinguishes PDF the main applications of prediction and explanation and introduces elementary notions of causality * Additional topics, including QR decomposition, splines, additive models, Lasso, multiple imputation, and false discovery rates * Extensive use of the ggplot2 graphics package in addition to base graphics 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 ePub using R.

Download EBOOK Linear Models with R PDF for free


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Julian J. Faraway

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Download EBOOK Linear Models with R PDF for free



Download EBOOK Linear Models with R for free

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