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Probability and Statistics for Physical Sciences

Autor Brian Martin, Mark Hurwitz
en Limba Engleză Paperback – 6 dec 2023
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.

  • 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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Specificații

ISBN-13: 9780443189692
ISBN-10: 0443189692
Pagini: 416
Dimensiuni: 191 x 235 x 24 mm
Greutate: 0.84 kg
Ediția:2
Editura: ELSEVIER SCIENCE

Public țintă

Students at the advanced undergraduate / early graduate level
Researchers/Professionals

Cuprins

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