Sparse Additive Interaction Learning


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Documentation for package ‘sail’ version 0.1.0

Help Pages

cbbPalette Internal sail functions
check_col_0 Internal sail functions
coef.cv.sail Make predictions from a 'cv.sail' object
coef.sail Make predictions from a sail object
createfolds Create CV Folds
cv.lspath Compute cross validation error
cv.sail Cross-validation for sail
cvcompute Compute cross validation error
design_sail Sail design matrix
gendata Simulation Scenario from Bhatnagar et al. (2018+) sail paper
gendataPaper Simulation Scenario from Bhatnagar et al. (2018+) sail paper
getmin Compute cross validation error
l2norm Internal sail functions
lambda.interp Compute cross validation error
nonzero Internal sail functions
oasis OASIS Brain Data
plot.cv.sail Plot the cross-validation curve produced by 'cv.sail'
plot.sail Plot Method for 'sail' object
plotInter Plot Interaction Effects from sail object
plotMain Plot Estimated Component Smooth Functions for Main Effects
predict.cv.sail Make predictions from a 'cv.sail' object
predict.sail Make predictions from a sail object
print.sail Print Method for 'sail' object
Q_theta Objective function
sail Fit Sparse Additive Interaction Model with Strong Heredity
sail-internal Internal sail functions
sailsim Simulated Data Used in Bhatnagar et al. (2018+) Paper
SoftThreshold Internal sail functions
standardize Standardize Data