Probability and Stochastic Processes: Work Examples / Odile Pons
Material type:
TextLanguage: English Publication details: Singapore : World Scientific Publishing, ©2020Description: 249pISBN: - 9780000989253
- 519.2Â PonP
| Item type | Current library | Collection | Call number | Copy number | Status | Barcode | |
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Indian Institute of Technology Tirupati General Stacks | Mathematics | 519.2 PonP (11656) (Browse shelf(Opens below)) | Copy 01 | Available | 11656 |
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| 519.2 MosI (11654) Introduction to Probability Theory: A First Course on the Measure-Theoretic Approach / | 519.2 NicG A Graduate Course in Probability / | 519.2 OlkP2 (12024) Probability Models and Applications [2nd Ed.] / | 519.2 PonP (11656) Probability and Stochastic Processes: Work Examples / | 519.2 RAO/F A First Course In Probability And Statistics / | 519.2 ROB/I Introducing Monte Carlo methods with R / | 519.2 ROS Simulation |
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 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 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.
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