The Analysis of Linear Models

The Analysis of Linear Models

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Hocking guides students to a thorough understanding of both the formulation and analysis of linear models using an approach based simply on means, which he terms the "Cell Means Model". The first four chapters introduce linear models and develop the necessary theory for the analysis of the model with a scalar covariance matrix. This theory is then applied to the class of models traditionally known as "Analysis of Variance" models, whilst the remaining chapters discuss the general linear model characterized by a nonscalar covariance matrix. This book should be of interest to degree students on courses in linear models with linear regression; analysis of variance at an introductory level is a prerequisite.
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Product details

  • Hardback | 400 pages
  • 172.72 x 238.76 x 22.86mm | 725.74g
  • Cengage Learning, Inc
  • CA, United States
  • English
  • 053403618X
  • 9780534036188

Table of contents

Introduction to linear models. The distribution of linear and quadratic functions of normal vectors. Estimation and hypothesis testing for simple linear models. The analysis of means. The one-way classification model. The two-way classification model. More complex models. Estimation and hypothesis testing for the general linear model: general theory. The analysis of means and variance: special models. Variance component models. Appendices. References. Index.
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