Semiparametric odds ratio model and its applications

著者

    • Chen, Hua Yun

書誌事項

Semiparametric odds ratio model and its applications

Hua Yun Chen

CRC Press, 2022

1st ed

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注記

Includes bibliographical references (p. 277-288) and index

内容説明・目次

内容説明

Introduces flexible statistical models that have yet to systematically introduced in course materials. Discusses applications of the proposed modelling framework in several important statistical problems, ranging from biased sampling designs and missing data, graphical models, survival analysis, Gibbs sampler and model compatibility, and density estimations Includes real data examples to demonstrate the use of the proposed models, and estimation and inference tools.

目次

1. Odds Ratio Parameter and its Utilities. 2. Odds Ratio Functions and Their Modeling. 3. Estimation and Inference on Semiparametric Odds Ratio Model. 4. Estimation and Inference on Conditional Odds Ratio Function. 5. Application to Biased Sampling Problems. 6. Application to Missing Data Problems. 7. Application to Graphical Models. 8 Application to Survival Data. 9. Other Miscellaneous Applications

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