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Advances in Statistical Decision Theory and Applications Book

Advances in Statistical Decision Theory and Applications
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  • Advances in Statistical Decision Theory and Applications
  • Written by author S. Panchapakesan
  • Published by Birkhauser Verlag, 7/31/2012
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Authors

Preface
Shanti S. Gupta - Life and Works
List of Contributors
List of Tables
List of Figures
1 Bayes for Beginners? Some Pedagogical Questions 3
2 Normal Means Revisited 19
3 Bayes m-Truncated Sampling Allocations for Selecting the Best Bernoulli Population 31
4 On Hierarchical Bayesian Estimation and Selection for Multivariate Hypergeometric Distributions 49
5 Convergence Rates of Empirical Bayes Estimation and Selection for Exponential Populations With Location Parameters 65
6 Empirical Bayes Rules for Selecting the Best Uniform Populations 79
7 Adaptive Multiple Decision Procedures for Exponential Families 99
8 Non-Informative Priors Via Sieves and Packing Numbers 119
9 From Neyman's Frequentism to the Frequency Validity in the Conditional Inference 135
10 Asymptotic Theory for the Simex Estimator in Measurement Error Models 151
11 A Change Point Problem for Some Conditional Functionals 165
12 On Bias Reduction Methods in Nonparametric Regression Estimation 179
13 Multiple Comparisons With the Mean 189
14 Properties of Unified Bayesian-Frequentist Tests 207
15 Likelihood Ratio Tests and Intersection-Union Tests 225
16 The Large Deviation Principle for Common Statistical Tests Against a Contaminated Normal 239
17 Multiple Decision Procedures for Testing Homogeneity of Normal Means With Unequal Unknown Variances 253
18 A Sequential Multinomial Selection Procedure With Elimination 265
19 An Integrated Formulation for Selecting the Best From Several Normal Populations in Terms of the Absolute Values of Their Means: Common Known Variance Case 277
20 Applications of Two Majorization Inequalities to Ranking and Selection Problems 291
21 Correlation Analysis of Ordered Observations From a Blocked-Equicorrelated Multivariate Normal Distribution 305
22 On Distributions With Periodic Failure Rate and Related Inference Problems 323
23 Venn Diagrams, Coupon Collections, Bingo Games and Dirichlet Distributions 343
24 Control Charts of Autocorrelated Process Data 371
25 Reconstructive Estimation in a Parametric Random Censorship Model With Incomplete Data 387
26 A Review of the Gupta-Sobel Subset Selection Rule for Binomial Populations with Industrial Applications 405
27 The Use of Subset Selection in Combined-Array Experiments to Determine Optimal Product or Process Designs 417
28 Large-Sample Approximations to Best Linear Unbiased Estimation and Best Linear Unbiased Prediction Based on Progressively Censored Samples and Some Applications 431
Subject Index 445


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