Some Problems in Probability, Statistics and Reliability

摘要

Research was carried out in the areas of Image Analysis modeling the phenomena of conformation and coupling. Markov Chain Monte Carlo methods - their limitations and range of applicability, Bayesian Nonparametric Computations - approximations and convergence, predicting a random variable based on a discretized covariate, Flow Models - flows in queues with finite capacity buffers and flows in networks with losses and capacity controls, and survey articles on modem nonparametric methods.