Intelligent Fatigue Statistics 1st Edition By Zhentong Gao, Jiajin Xu

Intelligent Fatigue Statistics 1st Edition By Zhentong Gao, Jiajin Xu

The book Intelligent Fatigue Statistics 1st Edition by Zhentong Gao and Jiajin Xu teaches about how to study tiredness in people and machines using numbers and data.

In this book, students learn how scientists measure fatigue, find patterns, and make smart ways to keep people safe and healthy.

It helps readers understand how numbers and technology can help everyone work and rest safely.

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Table of Contents

Part I: Mathematical Foundations of Intelligent Fatigue Statistics

1. Basic Knowledge of Probability Theory

2. Random Variable Functions and Moment Generating Functions

3. Several Commonly Used Distributions

4. Basic Knowledge of Statistics

Part II: Computer Basics of Intelligent Statistical Fatigue
5. Application of Excel in Probability Statistics
6. Introduction to Python

Part III: Some Applications of Intelligent Fatigue Statistics
7. Estimation of Population Parameters
8. Zhentong Gao Method
9. Several Commonly Used Testing Methods
10. Application of Digital‑Experiments to the Study of Weibull Distribution