TY  - BOOK
TI  - Applied linear statistical models
SN  - 0256117365
AV  - QA278.2 .A66 1996
U1  - 519.5/35 NET 20
PY  - 1996///
CY  - Chicago
PB  - Irwin
KW  - Regression analysis
KW  - Analysis of variance
KW  - Experimental design
KW  - Linear models (Statistics)
N1  - Includes bibliographical references (p. 1391-1399) and index; 1; Linear Regression with One Predictor Variable --; 2; Inferences in Regression Analysis --; 3; Diagnostics and Remedial Measures --; 4; Simultaneous Inferences and Other Topics in Regression Analysis --; 5; Matrix Approach to Simple Linear Regression Analysis --; 6; Multiple Regression - I --; 7; Multiple Regression - II --; 8; Building the Regression Model I: Selection of Predictor Variables --; 9; Building the Regression Model II: Diagnostics --; 10; Building the Regression Model III: Remedial Measures and Validation --; 11; Qualitative Predictor Variables --; 12; Autocorrelation in Time Series Data --; 13; Introduction to Nonlinear Regression --; 14; Logistic Regression, Poisson Regression, and Generalized Linear Models --; 15; Normal Correlation Models --; 16; Single-Factor ANOVA Model and Tests --; 17; Analysis of Factor Level Effects --; 18; ANOVA Diagnostics and Remedial Measures --; 19; Two-Factor Analysis of Variance - Equal Sample Sizes --; 20; Analysis of Factor Effects in Two-Factor Studies - Equal Sample Sizes --; 21; Two-Factor Studies - One Case Per Treatment --; 22; Two-Factor Studies - Unequal Sample Sizes and Unequal Treatment Importance --; 23; Multifactor Studies --; 24; Random and Mixed Effects Models --; 25; Analysis of Covariance --; 26; Design of Experiments, Randomization, and Sample Size Planning --; 27; Randomized Block Designs --; 28; Nested Designs, Subsampling, and Partially Nested Designs --; 29; Repeated Measures and Related Designs --; 30; Latin Square and Related Designs --; 31; Exploratory Experiments - Two-Level Factorial and Fractional Factorial Designs --; 32; Response Surface Methodology --; Appendix A Some Basic Results in Probability and Statistics --; Appendix B Tables --; Appendix C Data Sets --; Appendix D Rules for Developing ANOVA Models and Tables for Balanced Designs
ER  -