Probability Theory and Mathematical Statistics Problem Solving Guide - (2007 Edition) (5th Edition)

Author: Yao Mengchen
Publisher:
Publish Date: 2006-04-01
Features: This book is one of the "Exam Experts Guidance" series for postgraduate entrance examination mathematics special training. It is written in accordance with the relevant requirements of the newly formulated "National Master's Entrance Examination Mathematics Syllabus" by the Ministry of Education, and combined with the author's many years of experience in participating in exam question setting, grading, and tutoring. The book is divided into eight chapters according to the "Syllabus": Random Events and Probability, One-Dimensional Random Variables and Their Distributions, Two-Dimensional Random Variables and Their Distributions, Digital Characteristics of Random Variables, Law of Large Numbers and Central Limit Theorem, Basic Concepts of Mathematical Statistics; Parameter Estimation, Hypothesis Testing. Each chapter includes four parts: Syllabus Requirements, Basic Content, Analysis of Typical Examples, Self-Assessment Exercises and Reference Answers. The author is a renowned teacher at Peking University with many years of experience in teaching fundamental mathematics and participating in national postgraduate entrance examination tutoring, possessing rich teaching and tutoring experience. The textbooks, teaching materials, and courses written and taught by the author have had a significant influence on students taking the postgraduate entrance examination over the years. The book features a large number of questions, comprehensive question types, broad coverage, and a reasonable distribution of difficulty and cognitive levels. It can be used as a teaching material for postgraduate entrance examination tutoring classes or as a self-study book for candidates. It is also a good learning or reference book for undergraduate students and mathematicians.