Introduction to Statistical Inference

Author: Fan Jincheng
Publisher:
Publish Date: 2004-03-01
Features: Target Audience: Master and doctoral students in mathematics, teachers, and relevant engineering technical personnel, as well as other readers with a university undergraduate level and a foundation in probability theory. As a graduate textbook, this book systematically introduces the principles, methods, and applications of statistical inference starting from the basic concepts of mathematical statistics. The content includes an overview of statistical fundamentals, parameter estimation, hypothesis testing, interval estimation, nonparametric statistical inference, BAYES statistics, and statistical decision-making. The book emphasizes the explanation of fundamental statistical ideas and the introduction of basic methods.