README.md
In shuaih0303/IBOSS: An implementation of information based optimal subsampling method.
Information Based Optimal Subsampling (IBOSS)
An initial inplementation of IBOSS methods, specifially D-optimal subsample for multiple linear regressions.
Key Functions
demoIboss. Built-in simulation wrappers.get_Iboss. Returns IBOSS algorithm and return subsamples.runIboss. Launch an shiny app that runs demoIboss and get_Iboss.
Future Plan
- Adding support more complex models.
shuaih0303/IBOSS documentation built on Nov. 17, 2019, 2:55 a.m.
R Package Documentation
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Information Based Optimal Subsampling (IBOSS)
An initial inplementation of IBOSS methods, specifially D-optimal subsample for multiple linear regressions.
Key Functions
demoIboss. Built-in simulation wrappers.get_Iboss. Returns IBOSS algorithm and return subsamples.runIboss. Launch an shiny app that runsdemoIbossandget_Iboss.
Future Plan
- Adding support more complex models.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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