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      Book

      Linear Models with R
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      Book

      Linear Models with R

      DOI link for Linear Models with R

      Linear Models with R book

      Linear Models with R

      DOI link for Linear Models with R

      Linear Models with R book

      ByJulian J. Faraway
      Edition 1st Edition
      First Published 2004
      eBook Published 12 August 2004
      Pub. Location New York
      Imprint Chapman and Hall/CRC
      DOI https://doi.org/10.4324/9780203507278
      Pages 240
      eBook ISBN 9780429211393
      Subjects Bioscience, Mathematics & Statistics
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      Faraway, J.J. (2004). Linear Models with R (1st ed.). Chapman and Hall/CRC. https://doi.org/10.4324/9780203507278

      ABSTRACT

      Books on regression and the analysis of variance abound many are introductory, many are theoretical. While most of them do serve a purpose, the fact remains that data analysis cannot be properly learned without actually doing it, and this means using a statistical software package. There are many of these to choose from, all with their particular s

      TABLE OF CONTENTS

      chapter 1|11 pages

      Introduction

      chapter 2|16 pages

      Estimation

      chapter 3|30 pages

      Inference

      chapter 4|25 pages

      Diagnostics

      chapter 5|13 pages

      Problems with the Predictors

      chapter 6|21 pages

      Problems with the Error

      chapter 7|13 pages

      Transformation

      chapter 8|12 pages

      Variable Selection

      chapter 9|15 pages

      Shrinkage Methods

      chapter 10|4 pages

      Statistical Strategy and Model Uncertainty

      chapter 11|12 pages

      Insurance Redlining—A Complete Example

      chapter 12|4 pages

      Missing Data

      chapter 13|14 pages

      Analysis of Covariance

      chapter 14|8 pages

      One-Way Analysis of Variance

      chapter 15|14 pages

      Factorial Designs

      chapter 16|14 pages

      Block Designs

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