Document Type
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BL
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Record Number
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655794
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Doc. No
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dltt
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Main Entry
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Vach, Werner
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Title & Author
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Logistic regression with missing values in the covariates /\ Werner Vach
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Series Statement
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Lecture notes in statistics ;; 86
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Page. NO
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138 pages :: illustrations ;; 24 cm
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ISBN
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0387942637
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: 9780387942636
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: 3540942637
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: 9783540942634
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Notes
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Extended version of the author's thesis (doctoral)--University of Dortmund
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Bibliographies/Indexes
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Includes bibliographical references (pages 131-135) and indexes
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Contents
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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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Subject
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Regression analysis
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Subject
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Estimation theory
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Subject
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Missing observations (Statistics)
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Subject
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Analyse de régression
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Subject
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Estimation, Théorie de l'
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Subject
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Observations manquantes (Statistique)
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Dewey Classification
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519.5/36
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LC Classification
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QA278.2.V25 1994
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