From Classical to Modern Probability

CIMPA Summer School 2001

Inbunden, Engelska, 2003

699 kr

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This volume is based on the lecture notes of six courses delivered at a CIMPA Summer School in Temuco, Chile, in January 2001. The courses are: asymptotic of the heat kernel in unbounded domains; spin systems with long range interactions; non-linear Dirichlet problem and non-linear integration; first-passage percolation; central limit theorem for Markov processes; stochastic orders and stopping times in Brownian motion. The level of each course is that of a graduate course, but the material will also be of interest for the specialist.

Produktinformation

Utgivningsdatum2003-10-24
Mått155 x 235 x 18 mm
Vikt530 g
FormatInbunden
SpråkEngelska
SerieProgress in Probability
Antal sidor220
Upplaga2003
FörlagBirkhauser Verlag AG
ISBN9783764321697

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Matematisk statistik inom Naturvetenskap och teknik

Asymptotic of the Heat Kernel in Unbounded Domains.- 1 Introduction.- 2 Ratio theorem for domains with harmonic cone C? of dimension 1.- 3 Benedicks domains.- References.- Spin Systems with Long Range Interactions.- 1 Ising spin systems.- 2 Phase transition.- 3 Time evolution.- References.- Nonlinear Dirichlet Problem and Nonlinear Integration.- 1 Generalities.- 2 Preliminaries on capacities.- 3 Radon capacities.- 4 Lusin capacities.- 5 Answering the questions and last words.- References.- First-Passage Percolation.- 1 The basic model and the shape model.- 2 Exponential bounds for large deviations.- 3 Bounds of moderate deviations.- References.- Central Limit Theorem for Markov Processes.- 1 Introduction.- 2 A warming-up example.- 3 Central limit theorem for Markov processs.- 4 Regularity of the diffusion coefficient.- References.- Stochastic Orders and Stopping Times in Brownian Motion.- 1 Introduction.- 2 Martingales and stochastic orders.- 3 Skorohod embeddings in standard Brownian motion.- 4 A maximal property of Azéma—Yor stopped Brownian motion.- 5 Practical description of the optimal stopping time for the look-back American put option problem.- References.