Description: Further DetailsTitle: Linear Models with RCondition: NewEAN: 9781439887332ISBN: 9781439887332Publisher: Chapman & Hall/CRCFormat: HardbackRelease Date: 07/01/2014Description: 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 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 ratesExtensive 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 using R.Language: EnglishItem Height: 234mmItem Length: 156mmItem Weight: 700gAuthor: Julian J. FarawayGenre: Science Nature & MathBook Series: Chapman & Hall/CRC Texts in Statistical ScienceCountry/Region of Manufacture: USRelease Year: 2014 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Linear Models with R
Title: Linear Models with R
EAN: 9781439887332
ISBN: 9781439887332
Release Date: 07/01/2014
Release Year: 2014
Genre: Science Nature & Math
Country/Region of Manufacture: US
Number of Pages: 286 Pages
Language: English
Publication Name: Linear Models with R
Publisher: CRC Press LLC
Subject: Probability & Statistics / Regression Analysis, Probability & Statistics / General
Item Height: 0.9 in
Publication Year: 2014
Item Weight: 19.2 Oz
Type: Textbook
Subject Area: Mathematics
Author: Julian J. Faraway
Item Length: 9.6 in
Item Width: 6.4 in
Series: Chapman and Hall/Crc Texts in Statistical Science Ser.
Format: Hardcover
