func_iterative_logreg_update: Iterative updating of prior probabilities in logistic...

In SLEMI: Statistical Learning Based Estimation of Mutual Information

Iterative updating of prior probabilities in logistic regression estimator

Description

Internal, auxiliary functions

Usage

func_iterative_logreg_update(prob_lr, p0, cell_id, signal_levels, cc_maxit)

Arguments

prob_lr	is a matrix of class probabilities for each observation
p0	is a numeric vector of prior probabilities used for logistic regression estimation
cell_id	a list of logical vectors indicating class labels of each observation
signal_levels	is a vector of class labels
cc_maxit	is the number of iteration of procedure to be carried out

Value

A list with components

1. p_opt - a numeric vectors with estimated optimal input probabilities

2. MI_opt - a numerical value of estimated channel capacity

SLEMI documentation built on Nov. 20, 2023, 1:06 a.m.