Brian Martin,
Mark Hurwitz
Elsevier Science
e druk, 2023
9780443189692
Probability and Statistics for Physical Sciences
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2023
ISBN13: 9780443189692
Rubricering
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
Inhoudsopgave
1. Statistics, Experiments, and Data <br>2. Probability<br>3. Probability Distributions I: Basic Concepts<br>4. Probability Distributions II: Examples<br>5. Sampling and Estimation <br>6. Sampling Distributions Associated with the Normal Distribution<br>7. Parameter Estimation I: Maximum Likelihood and Minimum Variance<br>8. Parameter Estimation II: Least-Squares and Other Methods<br>9. Interval Estimation<br>10. Hypothesis Testing I: Parameters<br>11. Hypothesis Testing II: Other Tests<br><br>Appendices<br>1. Miscellaneous Mathematics<br>2. Optimization of Nonlinear Functions <br>3. Statistical Tables <br>4. Answers to Selected Problems