Lecture Notes on Mathematical Statistics

Author: Chen Jiading
Publisher:
Publish Date: 2002-01-01
Features: This book provides a relatively accurate and comprehensive discussion of the fundamentals of mathematical statistics, emphasizing the introduction of statistical thinking and methods, as well as the connection between mathematical statistics and practice. The content includes eight chapters: Introduction, Estimation, Hypothesis Testing, Regression Analysis and Linear Models, Experimental Design and Analysis of Variance, Preliminary Course in Sequential Analysis, An Overview of Statistical Decision Theory and Bayesian Statistics, and an Introduction to Sampling Surveys. Each chapter is accompanied by exercises, making it suitable as a textbook or reference book for probability and statistics or mathematical statistics majors in comprehensive universities and normal universities, as well as for related disciplines in the "Mathematical Statistics" course.