Probability and Stochastic Processes: Work Examples (Hardback)
World Scientific Publishing Company
Hardcover 260 pages English March 23, 2020
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World Scientific Publishing Company
Probability and Stochastic Processes: Work Examples (Hardback)
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The book is intended to undergraduate students, it presents exercices and problems with rigorous solutions covering the mains subject of the course with both theory and applications.The questions are solved using simple mathematical methods: Laplace and Fourier transforms provide direct proofs of the main convergence results for sequences of random variables.The book studies a large range of distribution functions for random variables and processes: Bernoulli, multinomial, exponential, Gamma, Beta, Dirichlet, Poisson, Gaussian, Chi2, ordered variables, survival distributions and processes, Markov chains and processes, Brownian motion and bridge, diffusions, spatial processes.
- Author:
- Odile Pons
- Publisher:
- World Scientific Publishing Company
- Publication Date:
- March 23, 2020
- Number of pages:
- 260 pages
- Language:
- English
- Binding:
- Hardcover
- ISBN-10:
- 9811213526
- ISBN-13:
- 9789811213526