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NEWS
fuser 1.0.1
- Introduced option to scale sum-squared loss per subgroup by the subgroup sample size. This improves performance in situations with unbalanced groups.
- Fixed warning caused by deprecated function in the Matrix package.
fuser 1.0.0
First full release of fuser package for subgroup regression with fusion penalties.
Features
- L1 and L2 fusion penalized regression across heterogeneous subgroups.
- Ability to deal with high-dimensional datasets (tens of thousands of covariates).
- C implementation for additional speed gains.
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