conv.plot: Create a plot to examine the convergence of the algorithm.

In jonlachmann/irls.sgd: Stochastic IRLS with SGD

Create a plot to examine the convergence of the algorithm.

Description

Create a plot to examine the convergence of the algorithm.

Usage

conv.plot(result, true_coeffs = NULL, x = NULL, y = NULL, family = binomial())

Arguments

result	The results from irls.sgd.
true_coeffs	A vector of true coefficients if they are available.
x	A matrix of independent variables to estimate the true coefficients from.
y	A vector with the dependent variable to estimate the true coefficients from.
family	A glm family for the distribution to use, i.e. "binomial()" when estimating the true coefficients.

jonlachmann/irls.sgd documentation built on March 11, 2023, 7:42 a.m.