Probability and Statistics for Physical Sciences

ISBN-13: 9780443189692 / Miękka / 2023 / 320 str.

Mark (Chief Research Compliance Officer and Research Integri

Spis treści

1. Statistics, Experiments, and Data
2. Probability
3. Probability Distributions I: Basic Concepts
4. Probability Distributions II: Examples
5. Sampling and Estimation
6. Sampling Distributions Associated with the Normal Distribution
7. Parameter Estimation I: Maximum Likelihood and Minimum Variance
8. Parameter Estimation II: Least-Squares and Other Methods
9. Interval Estimation
10. Hypothesis Testing I: Parameters
11. Hypothesis Testing II: Other Tests

Appendices
1. Miscellaneous Mathematics
2. Optimization of Nonlinear Functions
3. Statistical Tables
4. Answers to Selected Problems