By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
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Updated
Jan 28, 2021 - R
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
FAST Change Point Detection in R
R Package: Regularized Principal Component Analysis for Spatial Data
snpnet - Efficient Lasso Solver for Large-scale genetic variant data
R interface for OSQP
R package for sparse VAR estimation
Exact Spike Inference Via L0 Optimization
📈 Ordered Homogeneity Pursuit Lasso for Group Variable Selection
lessSEM estimates sparse structural equation models.
Constrained likelihood estimation and inference with truncated lasso penalty for linear, generalized linear, and Gaussian graphical models.
Generalized Linear Models with the Exclusive Lasso Penalty
Penalized precision matrix estimation via ADMM
King County House Sales
Model consistent Lasso estimation through the bootstrap.
Biomarker selection in penalized regression models
Penalized precision matrix estimation via block-wise coordinate descent (graphical lasso)
R package for penalized factor analysis via trust-region algorithm and automatic multiple tuning parameter selection
semiparametric 2-period DiD estimators for the ATT
Descriptive analysis about Myopia.
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