Probability and Statistics for Physical Sciences, Second Edition is an accessible guide to commonly used concepts and methods in statistical analysis used in the physical sciences. This brief yet systematic introduction explains the origin of key techniques, providing mathematical background and useful formulas. The text does not assume any background in statistics and is appropriate for a wide-variety of readers, from first-year undergraduate students to working scientists across many disciplines.
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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
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Accessible introduction to statistics for students and researchers in a variety of scientific fields
Provides a collection of useful formulas with mathematical background
Includes worked examples throughout and end-of-chapter problems for practice
Offers a logical progression through topics and methods in statistics and probability
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Produktdetaljer
ISBN
9780443189692
Publisert
2023-12-07
Utgave
2. utgave
Utgiver
Elsevier Science Publishing Co Inc
Vekt
820 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
416