Applied Linear Statistical Models

ISBN-10: 0256117365

ISBN-13: 9780256117363

Edition: 4th 1996

List price: $132.81
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Book details

List price: $132.81
Edition: 4th
Copyright year: 1996
Publisher: McGraw-Hill Higher Education
Binding: Hardcover
Pages: 1408
Size: 8.50" wide x 10.50" long x 2.00" tall
Weight: 5.830
Language: English

Linear Regression with One Predictor Variablep. 3
Inferences in Regression Analysisp. 44
Diagnostics and Remedial Measuresp. 95
Simultaneous Inferences and Other Topics in Regression Analysisp. 152
Matrix Approach to Simple Linear Regression Analysisp. 176
Multiple Regression - Ip. 217
Multiple Regression - IIp. 260
Building the Regression Model I: Selection of Predictor Variablesp. 327
Building the Regression Model II: Diagnosticsp. 361
Building the Regression Model III: Remedial Measures and Validationp. 400
Qualitative Predictor Variablesp. 455
Autocorrelation in Time Series Datap. 497
Introduction to Nonlinear Regressionp. 531
Logistic Regression, Poisson Regression, and Generalized Linear Modelsp. 567
Normal Correlation Modelsp. 631
Single-Factor ANOVA Model and Testsp. 663
Analysis of Factor Level Effectsp. 710
ANOVA Diagnostics and Remedial Measuresp. 756
Two-Factor Analysis of Variance - Equal Sample Sizesp. 795
Analysis of Factor Effects in Two-Factor Studies - Equal Sample Sizesp. 849
Two-Factor Studies - One Case Per Treatmentp. 875
Two-Factor Studies - Unequal Sample Sizes and Unequal Treatment Importancep. 889
Multifactor Studiesp. 924
Random and Mixed Effects Modelsp. 958
Analysis of Covariancep. 1010
Design of Experiments, Randomization, and Sample Size Planningp. 1045
Randomized Block Designsp. 1072
Nested Designs, Subsampling, and Partially Nested Designsp. 1121
Repeated Measures and Related Designsp. 1164
Latin Square and Related Designsp. 1207
Exploratory Experiments - Two-Level Factorial and Fractional Factorial Designsp. 1234
Response Surface Methodologyp. 1280
Appendix A Some Basic Results in Probability and Statisticsp. 1313
Appendix B Tablesp. 1333
Appendix C Data Setsp. 1365
Appendix D Rules for Developing ANOVA Models and Tables for Balanced Designsp. 1373
Appendix E Selected Bibliographyp. 1391
Indexp. 1400
Table of Contents provided by Blackwell. All Rights Reserved.
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