Probability And Stochastic Processes: Work Examples

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.

Product details

• Authors: Odile Marie-Therese Pons, Odile Pons, Odile Pons, Pons Odile
• Publisher: Ingram Publishers Services
• Languages: English
• Product format: Hardback
• Released: 30.04.2020
• EAN: 9789811213526
• ISBN: 978-981-1213-52-6
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Probability & Statistics / Bayesian Analysis, Probability & statistics, Probability and statistics