Logistic regression with missing values in the covariates /
[Book]
Werner Vach
138 pages :
illustrations ;
24 cm
Lecture notes in statistics ;
86
Extended version of the author's thesis (doctoral)--University of Dortmund
Includes bibliographical references (pages 131-135) and indexes
1. Introduction -- 2. The complete data case -- 3. Missing value mechanisms -- 4. Estimation methods -- 5. Quantitative comparisons: Asymptotic results -- 6. Quantitative comparisons: Results from finite sample size simulation studies -- 7. Examples -- 8. Sensitivity analysis -- 9. General regression models with missing values in one of two covariates -- 10. Generalizations for more than two covariates -- 11. Missing values and subsampling -- 12. Further Examples -- 13. Discussion
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Logistic regression with missing values in the covariates.