Sparse Group Lasso


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Documentation for package ‘sparsegl’ version 1.1.0

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coef.cv.sparsegl Extract coefficients from a 'cv.sparsegl' object.
coef.sparsegl Extract model coefficients from a 'sparsegl' object.
cv.sparsegl Cross-validation for a 'sparsegl' object.
estimate_risk Calculate information criteria.
grouped_one_norm Calculate common norms
grouped_sp_norm Calculate common norms
grouped_two_norm Calculate common norms
grouped_zero_norm Calculate common norms
gr_one_norm Calculate common norms
gr_two_norm Calculate common norms
make_irls_warmup Create starting values for iterative reweighted least squares
one_norm Calculate common norms
plot.cv.sparsegl Plot cross-validation curves produced from a 'cv.sparsegl' object.
plot.sparsegl Plot solution paths from a 'sparsegl' object.
predict.cv.sparsegl Make predictions from a 'cv.sparsegl' object.
predict.sparsegl Make predictions from a 'sparsegl' object.
sparsegl Regularization paths for sparse group-lasso models
sp_group_norm Calculate common norms
trust_experts Trust in scientific experts during the Covid-19 pandemic
two_norm Calculate common norms
zero_norm Calculate common norms