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hdlm: Fitting High Dimensional Linear Models
Mimics the lm function found in the recommended package stats to fit high dimensional regression models with point estimates, standard errors, and p-values. Methods for printing and summarizing the results are given. Supports lasso estimator, Dantzig selector, mc+, root-lasso, and scad. Methods are provided for the resulting class hdlm corresponding to methods for the class lm.
Getting started
Browse package contents
Package details |
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| Author | Taylor B. Arnold |
| Maintainer | Taylor B. Arnold <taylor.arnold@yale.edu> |
| License | GPL (>= 2.0) |
| Version | 0.2 |
| Package repository | View on R-Forge |
| Installation |
Install the latest version of this package by entering the following in R:
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Try the hdlm package in your browser
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