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Tools for estimating selective prediction set models and statistical inference

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Repository files navigation

Jean Feng, Arjun Sondhi, Jessica Perry, and Noah Simon. "Selective prediction-set models with coverage rate guarantees." Biometrics, In press.

Code for reproducing simulation results and empirical analyses.

Installation

We use pip to install things into a python virtual environment.

We use nestly + SCons to run simulations/analyses. Then activate the virtual environment and then run scons ___.

How to get things running quickly and how to run analyses in the paper

The full pipelines are specified in the sconscript files. To run it, we use scons. For example: scons simulation_compare/ The sconscript files provides the full pipeline for generating data and analyzing it.

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