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smoothy (version 1.0.0)

Automatic Estimation of the Most Likely Drug Combination using Smooth Algorithm

Description

A flexible moving average algorithm for modeling drug exposure in pharmacoepidemiology studies as presented in the article: Ouchi, D., Giner-Soriano, M., Gómez-Lumbreras, A., Vedia Urgell, C.,Torres, F., & Morros, R. (2022). "Automatic Estimation of the Most Likely Drug Combination in Electronic Health Records Using the Smooth Algorithm : Development and Validation Study." JMIR medical informatics, 10(11), e37976. .

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Version

Install

install.packages('smoothy')

Monthly Downloads

129

Version

1.0.0

License

GPL (>= 3)

Maintainer

Dan Ouchi

Last Published

August 11th, 2023

Functions in smoothy (1.0.0)

drugstreatment

Drug Administration Data
smooth_diff

Compute the Difference Between Initial and Smoothed Treatment
smooth_algorithm

Apply Smooth Algorithm in a Dataset
smooth_deparse

Deparse
smooth_parse

Transform Data to be Used in smooth_algorithm() Function