Probability and Statistics Exercise Book

Author: Zhang Xin
Publisher:
Publish Date: 2002-04-01
Features: This book is written according to the teaching requirements for non-mathematics majors at the undergraduate level and in reference to the mathematics syllabus. It consists of ten chapters, divided as follows: Chapter 1 Random Events and Probability; Chapter 2 Random Variables and Their Distributions; Chapter 3 Digital Characteristics of Random Variables; Chapter 4 Multidimensional Random Variables; Chapter 5 Law of Large Numbers and Central Limit Theorem; Chapter 6 Sampling Distributions; Chapter 7 Parameter Estimation; Chapter 8 Hypothesis Testing; Chapter 9 Regression Analysis; Chapter 10 Analysis of Variance. The exercises for each section are divided into multiple-choice questions, fill-in-the-blank questions, and problem-solving questions. In the solutions section, only answers are provided for multiple-choice questions, while detailed solutions are given for some fill-in-the-blank questions and all problem-solving questions. Some solutions even offer multiple approaches to broaden readers' problem-solving perspectives.