Statistical Inference and Related Topics
Proceedings of the Summer Research Institute on Statistical Inference for Stochastic Processes, Bloomington, Indiana, July 31 - August 9, 1975
Published on 10. May 2014
364 pages
978-1-4832-5760-0 (ISBN)
Description
Statistical Inference and Related Topics, Volume 2 presents the proceedings of the Summer Research Institute on Statistical Inference for Stochastic Processes, held in Bloomingdale, Indiana on July 31 to August 9, 1975. This book focuses on the theory of statistical inference for stochastic processes. Organized into 15 chapters, this volume begins with an overview of the case of continuous distributions with one real parameter. This text then reviews some results for multidimensional empirical processes and Brownian sheets when they are indexed by families of sets. Other chapters consider a class of cubic spline estimators of probability density functions over a finite interval. This book discusses as well the method to construct nonelimination type sequential procedures to select a subset containing all the superior populations. The final chapter deals with Markov sequences, which are among the most interesting available for study with a rich theory and varied applications. This book is a valuable resource for graduate students and research workers.
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01/1975
Academic Press
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Content
List of ContributorsPrefaceContents of Volume 1On Asymptotically Complete ClassesMultidimensional Empirical Processes: Some CommentsMonte Carlo of Two-Dimensional Brownian SheetsAsymptotic Results on a Spline Estimate of a Probability DensityA Bernstein Polynomial Approach to Density Function EstimationOn Some Parametric and Nonparametric Sequential Subset Selection ProceduresRank Statistics, Martingales and Limit TheoremsOptimal Stopping Rules for Xn/n and Sn/nA Survey of the Sn/n ProblemSome Non-Standard Problems of Inference in Stochastic ProcessesAsymptotic Properties of Maximum Probability Estimates in the IID CaseA Stochastic Process Under the Influence of Another Arising in the Theory of EpidemicsInference in a Distribution Related to a 2 x 2 Markov ChainStatistical Inference for Some Special Families of Stochastic ProcessesRecord Values in Markov Sequences
