دانلود کتاب Biased Sampling, Over-identified Parameter Problems and Beyond

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Front Matter....Pages i-xvi
Examples and Basic Theories for Length Biased Sampling Problems....Pages 1-9
Brief Introduction of Renewal Process....Pages 11-21
Heuristical Introduction of General Biased Sampling with Various Applications....Pages 23-47
Brief Review of Parametric Likelihood Inferences....Pages 49-83
Optimal Estimating Function Theory....Pages 85-110
Projection Methods in General Semiparametric Models....Pages 111-127
Generalized Method of Moments....Pages 129-138
Empirical Likelihood with Applications....Pages 139-170
Kullback–Leibler Likelihood and Entropy Family....Pages 171-189
General Theory on Biased Sampling Problems....Pages 191-206
General Theory for Case-Control Studies....Pages 207-239
Conditioning Approach for Discrete Outcome Problems....Pages 241-247
Discrete Data Models....Pages 249-257
Gene and Environment Independence and Secondary Outcome Analysis in Case-Control Study....Pages 259-279
Outcome Dependent Sampling and Maximum Rank Estimation....Pages 281-295
Noncentral Hypergeometric Distribution and Poisson Binomial Distribution....Pages 297-305
Inferences and Tests in Semiparametric Finite Mixture Models....Pages 307-330
Connections Among Marginal Likelihood, Conditional Likelihood and Empirical Likelihood....Pages 331-351
Causal Inference and Missing Data Problems....Pages 353-408
Inference in Finite Populations....Pages 409-425
Inference for Density Ratio Model with Continuous Covariates....Pages 427-446
Non-ignorable Missing Data Problems....Pages 447-466
Maximum Likelihood Estimation in Capture-Recapture Models....Pages 467-476
A Review of Survival Analysis....Pages 477-518
Length Biased Sampling, Multiplicative Censoring and Survival Analysis....Pages 519-558
Applications of the Pool Adjacent Violation Algorithm (PAVA) in Statistical Inferences....Pages 559-600
Back Matter....Pages 601-624