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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.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.