delete_rMIDAS_env

<p>Deletes both the virtual environment and the configuration file for the rMIDAS package.
After deletion, it is necessary to restart the R session and then load the rMIDAS package once more.
This will trigger the setup process again.</p>

A tool for multiply imputing missing data using 'MIDAS', a deep learning method based on denoising autoencoder neural networks (see Lall and Robinson, 2022; <doi:10.1017/pan.2020.49>). This algorithm offers significant accuracy and efficiency advantages over other multiple imputation strategies, particularly when applied to large datasets with complex features. Alongside interfacing with 'Python' to run the core algorithm, this package contains functions for processing data before and after model training, running imputation model diagnostics, generating multiple completed datasets, and estimating regression models on these datasets. For more information see Lall and Robinson (2023) <doi:10.18637/jss.v107.i09>.

Thomas Robinson

rMIDAS

Multiple Imputation with Denoising Autoencoders

Ranjit Lall

Alex Stenlake

Elviss Dvinskis

delete_rMIDAS_env function

Delete the rMIDAS Environment and Configuration — delete_rMIDAS_env

Delete the rMIDAS Environment and Configuration

delete_rMIDAS_env: Delete the rMIDAS Environment and Configuration

Description

Usage

Arguments

Value