Discrete Probability Models and Methods
-15%
portes grátis
Discrete Probability Models and Methods
Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding
Bremaud, Pierre
Springer International Publishing AG
07/2018
559
Mole
Inglês
9783319828350
15 a 20 dias
1170
Descrição não disponível.
Introduction.- 1.Events and probability.- 2.Random variables.- 3.Bounds and inequalities.- 4.Almost-sure convergence.- 5.Coupling and the variation distance.- 6.The probabilistic method.- 7.Codes and trees.- 8.Markov chains.- 9.Branching trees.- 10.Markov fields on graphs.- 11.Random graphs.- 12.Recurrence of Markov chains.- 13.Random walks on graphs.- 14.Asymptotic behaviour of Markov chains.- 15.Monte Carlo sampling.- 16. Convergence rates.- Appendix.- Bibliography.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
60J10, 68Q87, 68W20, 68W40, 05C80, 05C81, 60G60;60G42, 60C05, 60K05, 60J80, 60K15;probabilistic methods;Markov chains;random graphs;random walks;Boltzmann sampling;probability on graphs;coupling method;discrete probabilty
Introduction.- 1.Events and probability.- 2.Random variables.- 3.Bounds and inequalities.- 4.Almost-sure convergence.- 5.Coupling and the variation distance.- 6.The probabilistic method.- 7.Codes and trees.- 8.Markov chains.- 9.Branching trees.- 10.Markov fields on graphs.- 11.Random graphs.- 12.Recurrence of Markov chains.- 13.Random walks on graphs.- 14.Asymptotic behaviour of Markov chains.- 15.Monte Carlo sampling.- 16. Convergence rates.- Appendix.- Bibliography.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
