Economic Mathematics Foundation (III) Probability and Statistics: (III)

Author: Yuan Yintang
Publisher:
Publish Date: 2000-01-01
Features: This is the third volume of the book, primarily discussing probability and statistics. The table of contents is as follows:
1. Random Events and Probability
2. Distribution and Digital Characteristics of Random Variables
3. Random Vectors
4. Sampling Distributions
5. Statistical Estimation
6. Hypothesis Testing
7. Regression Analysis
This book is based on the teaching syllabus "Fundamentals of Economic Mathematics" issued by the State Education Commission. It provides typical examples and analysis, indicating problem-solving approaches and methods, pointing out common errors in application and calculation processes, and helping students improve their understanding and analytical skills.
Chapter 1: Random Events and Probability
Requirements and Instructions:
1. Understand the concepts of random events, the frequency and frequency of random events, and probability.
2. Master the operations of random events, be proficient in the basic properties of probability, the multiplication formula for probability, conditional probability, and the independence of events.
3. Master the total probability formula and Bayes' theorem, and be able to solve related problems.
4. Master the conditions for calculating classical probability and be able to compute simpler classical probabilities.