Applied regression analysis and other multivariable methods /
Includes bibliographical references and index
| Main Authors: | , , , |
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| Format: | |
| Language: | eng |
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Boston, MA : Cengage Learning,
2014
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| Subjects: |
| _version_ | 1826458881399717888 |
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| author | Kleinbaum, David G., author Kupper, Lawrence L., author Nizam, Azhar, author Rosenberg, Eli S., author |
| author_facet | Kleinbaum, David G., author Kupper, Lawrence L., author Nizam, Azhar, author Rosenberg, Eli S., author |
| author_sort | Kleinbaum, David G., author |
| collection | OCEAN |
| description | Includes bibliographical references and index |
| first_indexed | 2024-03-05T13:58:19Z |
| format | |
| id | KOHA-OAI-TEST:509344 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T13:58:19Z |
| publishDate | 2014 |
| publisher | Boston, MA : Cengage Learning, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:5093442020-12-19T17:18:52ZApplied regression analysis and other multivariable methods / Kleinbaum, David G., author Kupper, Lawrence L., author Nizam, Azhar, author Rosenberg, Eli S., author Boston, MA : Cengage Learning,2014engIncludes bibliographical references and indexConcepts and examples of research -- Classification of variables and the choice of analysis -- Basic statistics : a review -- Introduction to regression analysis -- Straight-line regression analysis -- Correlation coefficient and straight-line regression analysis -- Analysis-of-variance table -- Multiple regression analysis : general considerations -- Statistical inference in multiple regression -- Correlations : multiple, partial, and multiple partial -- Confounding and interaction in regression -- Dummy variables in regression -- Analysis of covariance and other methods for adjusting continuous data -- Regression diagnostics -- Polynomial regression -- Selecting the best regression equation -- One-way analysis of variance -- Randomized blocks : special case of two-way ANOVA -- Two-way ANOVA with equal cell numbers -- Two-way ANOVA with unequal cell numbers -- Method of maximum likelihood -- Logistic regression analysis -- Polytomous and ordinal logistic regression -- Poisson regression analysis -- Analysis of correlated data part 1 : the general linear mixed method -- Analysis of correlated data part 2 : random effects and other issues -- Sample size planning for linear and logisitc regression and analysis of variance -- Appendix A. Tables -- Appendix B. Matrices and their relationship to regression analysis -- Appendix C. SAS computer appendix -- Appendix D. Answers to selected problemsPRZSLRegression analysisMultivariate analysisURN:ISBN:9781285051086URN:ISBN:1285051084 |
| spellingShingle | Regression analysis Multivariate analysis Kleinbaum, David G., author Kupper, Lawrence L., author Nizam, Azhar, author Rosenberg, Eli S., author Applied regression analysis and other multivariable methods / |
| title | Applied regression analysis and other multivariable methods / |
| title_full | Applied regression analysis and other multivariable methods / |
| title_fullStr | Applied regression analysis and other multivariable methods / |
| title_full_unstemmed | Applied regression analysis and other multivariable methods / |
| title_short | Applied regression analysis and other multivariable methods / |
| title_sort | applied regression analysis and other multivariable methods |
| topic | Regression analysis Multivariate analysis |
| work_keys_str_mv | AT kleinbaumdavidgauthor appliedregressionanalysisandothermultivariablemethods AT kupperlawrencelauthor appliedregressionanalysisandothermultivariablemethods AT nizamazharauthor appliedregressionanalysisandothermultivariablemethods AT rosenbergelisauthor appliedregressionanalysisandothermultivariablemethods |