FROM MIT Course Descr iption This course introduces students to probability and random variables. Topics include distribution functions, binomial, geometric, hypergeometric, and Poisson distributions. The other topics covered are uniform, exponentia
simulation for random processes using matlab, including histogram of cumulative probability function, conditional probability, random walk process and damped walk process
Random early detection gateways for congestion avoidanceRandom early detection gateways for congestion avoidanceRandom early detection gateways for congestion avoidance
Random forests are a combination of tree predictors such that each tree depends on the values of a random vector sampled independently and with the same distribution for all trees in the forest. The generalization error for forests converges a.s. to
Monte Carlo simulation has become one of the most important tools in all fields of science. Simulation methodology relies on a good source of numbers that appear to be random. These "pseudorandom" numbers must pass statistical tests just as random s
