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Linear Models with R, Second Edition
Faraway, Julian J.
Éditeur : CRC PRESS
ISBN papier: 9781439887332
Parution : 2018
Code produit : 1362264
Catégorisation :
Livres /
Science /
Mathématique /
Mathématiques
Formats disponibles
| Format | Qté. disp. | Prix* | Commander |
|---|---|---|---|
| Livre papier | En rupture de stock** |
Prix membre : 127,68 $ Prix non-membre : 134,40 $ |
*Les prix sont en dollars canadien. Taxes et frais de livraison en sus.
**Ce produits est en rupture de stock mais sera expédié dès qu'ils sera disponible.
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, Second Editionexplains 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 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 using R.
Du même auteur...
| Livre papier | 0 |
Prix membre : 139,90 $ Prix non-membre : 139,90 $ |
Extending the Linear Model with R : Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition
Éditeur : CRC PRESS
ISBN : 9781498720960
Parution : 2018