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Applied linear statistical models / John Neter ... [et al.].

Material type: TextTextPublication details: Chicago : Irwin, c1996.Edition: 4th edDescription: xv, 1408 p. : ill. ; 27 cm. + 1 computer disk (3 1/2 in.)ISBN:
  • 0256117365
Subject(s): DDC classification:
  • 519.5/35 NET 20
LOC classification:
  • QA278.2 .A66 1996
Contents:
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.
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Item type Current library Call number Copy number Status Date due Barcode
Book Book The Mico University College General Stacks 519.5/35 NET (Browse shelf(Opens below)) 1 Available 57939

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.

System requirements for accompanying computer disk: IBM PC or 100% compatible; 640K RAM; DOS 3.1 or higher; any ASCII text editor.

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