Probability for Physicists
This book is designed as a practical and intuitive introduction to probability, statistics and random quantities for physicists. The book aims at getting to the main points by a clear, hands-on exposition supported by well-illustrated and worked-out examples. A strong focus on applications in physic...
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2016, 2016
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| Edition: | 1st ed. 2016 |
| Series: | Graduate Texts in Physics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Basic Terminology
- Probability Distributions
- Special Continuous Probability Distributions
- Expected Values
- Special Discrete Probability Distributions
- Convolution
- Samples
- Estimation of Parameters and Statistical Tests
- Regression
- Entropy
- Markov Processes
- Generation of Pseudorandom Numbers
- Monte Carlo Method
- Stochastic Population Modeling