plot.bess {BeSS} | R Documentation |
Produces a coefficient profile plot of the coefficient or loss paths for a fitted "bess" object.
## S3 method for class 'bess'
plot(x, type=c("loss","coefficients","both"), breaks=TRUE, K=NULL, ...)
x |
a "bess" project |
type |
Either "both", "solutionPath" or "loss" |
breaks |
If TRUE, then vertical lines are drawn at each break point in the coefficient paths |
K |
which break point should the vertical lines drawn at |
... |
Other graphical parameters to plot |
Canhong Wen, Aijun Zhang, Shijie Quan, and Xueqin Wang.
Wen, C., Zhang, A., Quan, S. and Wang, X. (2020). BeSS: An R Package for Best Subset Selection in Linear, Logistic and Cox Proportional Hazards Models, Journal of Statistical Software, Vol. 94(4). doi:10.18637/jss.v094.i04.
#--------------linear model--------------#
data <- gen.data(500, 20, family = "gaussian", 10, 0.2, 1)
fit <- bess(data$x, data$y, family = "gaussian")
plot(fit, type = "both")