Description: Asymptotic Statistics : With a View to Stochastic Processes, Paperback by Hopfner, Reinhard, ISBN 3110250241, ISBN-13 9783110250244, Brand New, Free shipping in the US Höpfner presents this volume of derivations of asymptotic statistics, with sections that also integrate stochastic processes but can be skipped to focus on statistics alone. The first chapter introduces basic material, defining score, information, and information bounds and discussing estimator sequences, asymptotics, heuristics, and consistency. Chapter two, standing in isolation, covers minimum distance estimators. Th then returns to foundations with chapters on contiguity and L2 differentiability. Core chapters 5-7 treat Gaussian shift models, mixed normal and quadratic models, and local asymptotics where one of the above is the limit model. The final chapter works with examples of stochastic process for LAN, LAMN, and LAQ type local asymptotics. An appendix presents further results of interest relating to stochastic processes, with many of the pertinent proofs relegated to references. Annotation ©2014 Ringgold, Inc., Portland, OR ()
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Book Title: Asymptotic Statistics : With a View to Stochastic Processes
Number of Pages: 286 Pages
Publication Name: Asymptotic Statistics : with a View to Stochastic Processes
Language: English
Publisher: DE Gruyter Gmbh, Walter
Publication Year: 2014
Subject: Probability & Statistics / Stochastic Processes, Probability & Statistics / General, Study & Teaching, Teaching Methods & Materials / Mathematics
Type: Textbook
Item Weight: 17.3 Oz
Author: Reinhard Höpfner
Subject Area: Mathematics, Education
Item Length: 9.4 in
Item Width: 6.7 in
Series: De Gruyter Textbook Ser.
Format: Hardcover
