Theoretical Statistics: Topics for a Core Course

Keener, Robert W.

Theoretical Statistics: Topics for a Core Course
  • 出版商: Springer
  • 出版日期: 2010-09-17
  • 售價: $7,970
  • 貴賓價: 9.5 折 $7,572
  • 語言: 英文
  • 頁數: 538
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0387938389
  • ISBN-13: 9780387938387
  • 相關分類: 機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

商品描述

Probability and Measure.- Exponential Families.- Risk, Sufficiency, Completeness, and Ancillarity.- Unbiased Estimation.- Curved Exponential Families.- Conditional Distributions.- Bayesian Estimation.- Large-Sample Theory.- Estimating Equations and Maximum Likelihood.- Equivariant Estimation.- Empirical Bayes and Shrinkage Estimators.- Hypothesis Testing.- Optimal Tests in Higher Dimensions.- General Linear Model.- Bayesian Inference: Modeling and Computation.- Asymptotic Optimality1.- Large-Sample Theory for Likelihood Ratio Tests.- Nonparametric Regression.- Bootstrap Methods.- Sequential Methods.

作者簡介

Robert Keener is Professor of Statistics at the University of Michigan and a fellow of the Institute of Mathematical Statistics.

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