Can I read Analysis of Variance, Design, and Regression: Applied Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science) on EtoBox?

Analysis of Variance, Design, and Regression: Applied Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science) by Christensen, Ronald, 1951- is a book available to read on EtoBox.

What is Analysis of Variance, Design, and Regression: Applied Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science) about?

This text presents a comprehensive treatment of basic statistical methods and their applications. It focuses on the analysis of variance and regression, but also addressing basic ideas in experimental design and count data. The book has four connecting themes: similarity of inferential procedures, balanced one-way analysis of variance, comparison of models, and checking assumptions. Most inferential procedures are based on identifying a scalar parameter of interest, estimating that parameter, obtaining the standard error of the estimate, and identifying the appropriate reference distribution. Given these items, the inferential procedures are identical for various parameters. Balanced one-way analysis of variance has a simple, intuitive interpretation in terms of comparing the sample variance of the group means with the mean of the sample variance for each group. All balanced analysis of variance problems are considered in terms of computing sample variances for various group means. Comparing different models provides a structure for examining both balanced and unbalanced analysis of variance problems and regression problems. Checking assumptions is presented as a crucial part of ev

Author

Christensen, Ronald, 1951-

Publisher

Chapman and Hall/CRC

Published

1996

Language

EN

ISBN

9780412062919

Updated

2026-03-24