Buch
Open Access
Probability and Statistics
A Course for Physicists and Engineers
-
Arak M. Mathai
Sprache:
Englisch
Veröffentlicht/Copyright:
2018
Über dieses Buch
This book offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers and scientists, the book also covers applied topics such as model building and experiment design.
Contents
Random phenomena
Probability
Random variables
Expected values
Commonly used discrete distributions
Commonly used density functions
Joint distributions
Some multivariate distributions
Collection of random variables
Sampling distributions
Estimation
Interval estimation
Tests of statistical hypotheses
Model building and regression
Design of experiments and analysis of variance
Questions and answers
- Designed for students in engineering and physics with applications in mind.
- Proven by more than 20 years of teaching at institutions s.a. UN-affiliated Regional Centres for Space Science and Technology Education.
- Self-contained.
Information zu Autoren / Herausgebern
Arak Mathai, Centre for Math. and Stat. Sciences, Kerala, India; Hans Haubold, UN Office for Outer Space Affairs, Vienna, Austria.
Fachgebiete
-
PDF downloadenÖffentlich zugänglich
Frontmatter
I -
PDF downloadenOpen Access
Introduction
V -
PDF downloadenOpen Access
Preface
IX -
PDF downloadenOpen Access
Acknowledgement
XI -
PDF downloadenÖffentlich zugänglich
Contents
XIII -
PDF downloadenOpen Access
List of Tables
XIX -
PDF downloadenOpen Access
List of Symbols
XXI -
PDF downloadenOpen Access
1. Random phenomena
1 -
PDF downloadenOpen Access
2. Probability
33 -
PDF downloadenOpen Access
3. Random variables
61 -
PDF downloadenOpen Access
4. Expected values
83 -
PDF downloadenOpen Access
5. Commonly used discrete distributions
107 -
PDF downloadenOpen Access
6. Commonly used density functions
133 -
PDF downloadenOpen Access
7. Joint distributions
171 -
PDF downloadenOpen Access
8. Some multivariate distributions
221 -
PDF downloadenOpen Access
9. Collection of random variables
249 -
PDF downloadenOpen Access
10. Sampling distributions
259 -
PDF downloadenOpen Access
11. Estimation
303 -
PDF downloadenOpen Access
12. Interval estimation
355 -
PDF downloadenOpen Access
13. Tests of statistical hypotheses
381 -
PDF downloadenOpen Access
14. Model building and regression
437 -
PDF downloadenOpen Access
15. Design of experiments and analysis of variance
493 -
PDF downloadenOpen Access
16. Questions and answers
525 -
PDF downloadenOpen Access
Tables of percentage points
559 -
PDF downloadenOpen Access
References
577 -
PDF downloadenOpen Access
Index
579
Informationen zur Veröffentlichung
Seiten und Bilder/Illustrationen im Buch
eBook veröffentlicht am:
18. Dezember 2017
eBook ISBN:
9783110562545
Broschur veröffentlicht am:
18. Dezember 2017
Broschur ISBN:
9783110562538
Seiten und Bilder/Illustrationen im Buch
Frontmatter:
22
Inhalt:
582
Abbildungen:
30
Zielgruppe(n) für dieses Buch
Students of physics, engineering, satellite communication, space and atmospheric sciences, climate and meteorology.
Creative Commons
BY-NC-ND 4.0
Sicherheits- und Produktressourcen
-
Herstellerinformationen:
Walter de Gruyter GmbH
Genthiner Straße 13
10785 Berlin
productsafety@degruyterbrill.com
