Probability and Statistics · Methods and Applications

Author: Tong Shikuan
Publisher:
Publish Date: 2001-08-01
Features: This book is the third volume in the "College Mathematics Guidance Series," sharing the series' common characteristics of emphasizing mathematical methods and applications, and highlighting mathematical experiments. Based on the basic content of "Probability Theory and Mathematical Statistics" (Second Edition) compiled by Sheng Zhou et al. from Zhejiang University, the book is divided into 8 chapters, with main content including: fundamental concepts of probability theory, random variables and their distributions, multivariate random variables and their distributions, mathematical characteristics of random variables, law of large numbers, central limit theorem and sampling distributions, parameter estimation, hypothesis testing, analysis of variance, and regression analysis, etc. Each chapter consists of sections such as key knowledge points, solutions to difficult problems, analysis of typical examples, applications and experiments, solutions and hints to exercises, and practice problems. At the end of the book, reference answers and hints for practice problems are provided.