ggglmnet: Plot nice lasso results from glmnet

In margarethannum/funnum: Helper functions to get projects done

Description

Input a glmnet object and output a formatted ggplot result of the coefficients.

Usage

ggglmnet(fit, beta, intercept)

Arguments

fit	object of class 'glmnet'
beta	class dgCMatrix from extracting coefficients from model fit
intercept	string indicating name of intercept in model results

Author(s)

Margaret L. Hannum

See Also

ggcompetingrisks

Examples

 ## Not run: 
 ## Gaussian
 x = matrix(rnorm(100 * 20), 100, 20)
 y = rnorm(100)
 fit1 = glmnet(x, y)
 ggglmnet(fit1, coef(fit1), intercept = "(Intercept)")

 ## multinomial
 g4 = sample(1:4, 100, replace = TRUE)
 fit3 = glmnet(x, g4, family = "multinomial")
 # plot coefficients for first level of multinomial endpoint
 ggglmnet(fit3, coef(fit3)$`1`, intercept = "")
 
## End(Not run)

margarethannum/funnum documentation built on June 3, 2020, 8:32 p.m.