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Beschreibung
This textbook presents an introduction to the use of probability in physics, treating introductory ideas of both statistical physics and of statistical inference, as well the importance of probability in information theory, quantum mechanics, and stochastic processes, in a unified manner. The book also presents a harmonised view of frequentist and Bayesian approaches to inference, emphasising their complementary value. The aim is to steer a middle course between the "cookbook" style and an overly dry mathematical statistics style. The treatment is driven by real physics examples throughout, but developed with a level of mathematical clarity and rigour appropriate to mid-career physics undergraduates. Exercises and solutions are included.
An Introductory Guide
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 11. September 2019 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 563 Gramm |
| Format | Softcover |
| ISBN-13 | 9783030045425 |
| Auflage | 1st ed. 2019 |
| Seiten | 347 |
Schlagwörter
Astronomie - Raum und Zeit, Astronomy - Cosmology and Space Sciences, Complex Systems, Kybernetik und Systemtheorie, Mathematical Methods in Physics, Mathematische Physik, Probability Theory, Statistics in Engineering - Physics - Computer Science - Chemistry and Earth Sciences, Stochastik, Theoretical - Mathematical and Computational Physics, Wahrscheinlichkeitsrechnung und Statistik
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