統計的推論における大規模標本理論 A Course in the Large Sample Theory of Statistical Inference

著者名：Hall, W. Jackson/Oakes, David

Chapman and Hall/CRC（2023/12/14発売）

• 言語：ENG
• ISBN：9781498726061
• eISBN：9781498726115

Description

• Provides accessible introduction to large sample theory with moving alternatives
• Elucidates mathematical concepts using simple practical examples
• Includes problem sets and solutions for each chapter
• Uses the moving alternative formulation developed by LeCam but requires a minimum of mathematical prerequisites

Table of Contents

Random Variables and Vectors Page. Weak Convergence Page. Asymptotic Linearity of Statistics Page. Local Analysis Page. Large-Sample Estimation Page. Large-Sample Hypothesis Testing and Confidence Sets Page. An Introduction to Rank Tests and Estimates Page. An Introduction to Multinomial Chi-square Tests Page.