A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes.
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This book introduces in a systematic manner a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes. The theory has important and varied applications in medical diagnostics, image analysis, and machine vision. An early chapter of examples …
A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes.
A systematic introduction to a general nonparametric theory of statistics on manifolds, with emphasis on manifolds of shapes.
A Basic Course in Probability Theory
by Bhattacharya, Rabi, Waymire, Edward C.
fromUniversitext
0
Type: Book
This text develops the necessary background in probability theory underlying diverse treatments of stochastic processes and their wide-ranging applications. In this second edition, the text has been reorganized for didactic purposes, new exercises have been added and basic theor…
A Basic Course in Probability Theory
by Bhattacharya, Rabi, Waymire, Edward C.
fromUniversitext
0
Type: Book
A Basic Course in Probability Theory
by Bhattacharya, Rabi, Waymire, Edward C.
fromUniversitext
0
Type: Book
This text develops the necessary background in probability theory underlying diverse treatments of stochastic processes and their wide-ranging applications. In this second edition, the text has been reorganized for didactic purposes, new exercises have been added and basic theor…
This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course in analysis, and some acquaintance with measure theoretic probability. It provid…
This graduate-level textbook is primarily aimed at graduate students of statistics, mathematics, science, and engineering who have had an undergraduate course in statistics, an upper division course in analysis, and some acquaintance with measure theoretic probability. It provid…
This textbook offers an approachable introduction to stochastic processes that explores the four pillars of random walk, branching processes, Brownian motion, and martingales. Building from simple examples, the authors focus on developing context and intuition before formalizing…
These notes are based on lectures presented during the seminar on " Asymptotic Statistics" held at SchloB Reisensburg, Gunzburg, May 29-June 5, 1988. They consist of two parts, the theory of asymptotic expansions in statistics and probabilistic aspects of the asymptotic distribu…