Package: LassoGEE 1.0

Yaguang Li

LassoGEE: High-Dimensional Lasso Generalized Estimating Equations

Fits generalized estimating equations with L1 regularization to longitudinal data with high dimensional covariates. Use a efficient iterative composite gradient descent algorithm.

Authors:Yaguang Li, Xin Gao, Wei Xu

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LassoGEE.pdf |LassoGEE.html✨
LassoGEE/json (API)

Peer review:

Bug tracker:https://github.com/liygcr/lassogee/issues

On CRAN:

3 exports 0.70 score 80 dependencies 839 downloads

Last updated 4 years agofrom:dbe40d2d1d. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:cv.LassoGEEICLassoGEE

Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071evdfansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellmvtnormnlmennetnumDerivparallellyPGEEpillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartscalesshapeSimCorMultResSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr