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holiglm - Holistic Generalized Linear Models

Holistic generalized linear models (HGLMs) extend generalized linear models (GLMs) by enabling the possibility to add further constraints to the model. The 'holiglm' package simplifies estimating HGLMs using convex optimization. Additional information about the package can be found in the reference manual, the 'README' and the accompanying paper <doi:10.18637/jss.v108.i07>.

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2.78 score 3 stars 201 downloads

ROI.format.cbf - Conic Benchmark Format (CBF) Plugin for the R Optimization Infrastructure

Provides read and write support for the Conic Benchmark Format (CBF, version 4) within the R Optimization Infrastructure ('ROI'). Supported cone types include the positive orthant, second-order (SOC), rotated second-order (bridged automatically to standard SOC), exponential (primal and dual), power (primal and dual), and semidefinite (symmetric-vectorised) cones, as well as their mixed-integer variants. The reader translates a .cbf file into an ROI 'OP' object, handling coordinate-convention differences between CBF and ROI transparently; the writer serialises an ROI 'OP' object back to CBF plain-text.

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1.00 score 500 downloads

ROI.plugin.clarabel - 'clarabel' Plug-in for the 'R' Optimization Infrastructure

Enhances the 'R' Optimization Infrastructure ('ROI') package with the 'clarabel' solver for solving convex cone problems. More information about 'clarabel' can be found at <https://oxfordcontrol.github.io/ClarabelDocs/stable/>.

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1.00 score 5 scripts 140 downloads