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r-conquer

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Fast and accurate convolution-type smoothed quantile regression. Implemented using Barzilai-Borwein gradient descent with a Huber regression warm start. Construct confidence intervals for regression coefficients using multiplier bootstrap.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-conquer

Usage Tracking

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About

Summary

Fast and accurate convolution-type smoothed quantile regression. Implemented using Barzilai-Borwein gradient descent with a Huber regression warm start. Construct confidence intervals for regression coefficients using multiplier bootstrap.

Last Updated

Mar 6, 2023 at 12:36

License

GPL-3.0-only

Total Downloads

327.1K

Version Downloads

163.4K

Supported Platforms

macOS-arm64
macOS-64
win-64
linux-ppc64le
linux-aarch64
linux-64