Abstract: We present a novel approach for estimating conditional probability tables, based on a joint, rather than independent, estimate of the conditional distributions belonging to the same table.

Answer any query from a joint distribution. Construct joint distribution from conditional probability tables using chain rule. Construct joint distribution from Bayes net and conditional probability ...

In the world of probability theory and statistics, conditional distribution is an essential concept that helps understand the relationship between two or more events. Conditional distribution provides ...

read_and_write_matrices <- function(Risk, CL, risk_type,case) { Risk_CE <- as.numeric(Supp_materials[3:6,4]) CL_CE <- as.numeric(Supp_materials[3:6,5]) read_and_write ...