Conformal Inference Tools for Regression with Multivariate Response


[Up] [Top]

Documentation for package ‘conformalInference.multi’ version 1.1.2

Help Pages

computing_s_regression Compute modulation function for residuals
conformal.multidim.full Full Conformal prediction intervals, Multivariate Response
conformal.multidim.msplit Multi Split conformal prediction intervals with Multivariate Response
conformal.multidim.split Split conformal prediction intervals with Multivariate Response
elastic.funs Elastic net, lasso, ridge regression training and prediction functions.
glmnet.funs Elastic net, lasso, ridge regression training and prediction functions.
lasso.funs Elastic net, lasso, ridge regression training and prediction functions.
lm_multi Linear Modeling of Multivariate Response
mean_multi Mean of Multivariate Response
plot_multidim Plot Confidence Regions obtained with Split Conformal
plot_multidim_full Plot Confidence Regions obtained from Full Conformal
ridge.funs Elastic net, lasso, ridge regression training and prediction functions.