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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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Σειρά: | Graduate Texts in Physics,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.