Probability And Stochastic Processes: Work Examples

Probability And Stochastic Processes: Work Examples
ISBN-10
9811213542
ISBN-13
9789811213540
Series
Probability and Stochastic Processes
Category
Mathematics
Pages
260
Language
English
Published
2020-03-13
Publisher
World Scientific
Author
Odile Pons

Description

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.

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