HiGarrote 1.0.1
Bug fixes
- Remove the original make_PD function in lib.cpp.
- Use Matrix::nearPD instead.
HiGarrote 1.0.2
Bug fixes
- Remove the original is_PD function in lib.cpp.
- Use matrixcalc::is.positive.definite instead.
HiGarrote 1.1.0
Changes in
version 1.0.3 (submitted 2025-04-20)
- Remove the original is_PD function in function: nnGarrote and use
matrixcalc::is.positive.definite instead.
- Resolve the scaling issues happening in functions: HiGarrote and
nnGarrote in HiGarrote.R. The new version ensures that variable
selection is invariant to the response scaling.
HiGarrote 1.1.1
Changes in
version 1.1.1 (submitted 2025-04-21)
- Strip large functions in lib.cpp to save the size of compilation
files.
- Resolve the positive definite issues in functions: HiGarrote and
nnGarrote when solving the quadratic programming problem.
HiGarrote 2.0.0
Changes in
version 2.0.0 (submitted 2025-07-27)
- Added two new functions: predict.HiGarrote and predict.nnGarrote,
which generate predictions on new data based on fitted HiGarrote and
nnGarrote objects, respectively.
- Removed support for user-supplied model matrices in HiGarrote to
prevent potential misuse that could lead to biased results. Instead, we
now offer more user-friendly arguments to safely guide model
specification.