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dlim

Overview

This repository contains the source files for thedlim Rpackage that implements distributed lag interaction models as describedin the paper:

• Demateis D, Keller KP, Rojas-Rueda D, Kioumourtzoglou M-A, Wilson A(2024). “Penalized Distributed Lag Interaction Model: Air Pollution,Birth Weight and Neighborhood Vulnerability.”Environmetrics.(DOI: 10.1002/env.2843,arXiv preprint)

Simulation scripts from the manuscript can be found athttps://github.com/ddemateis/dlim_simulations.

Thedlim package estimates a distributed lag model withmodification by a single continuous factor. If you are insteadinterested in a DLM with modification by a single categorical or binaryvariable see thebdlimpackage. If you are interested in distributed lag models withheterogeneity by with multiple modifiers see the heterogeneousdistributed lag model in thedlmtreepackage.

Installation

Install from CRAN:

install.packages("dlim")

Install from GitHub:

remotes::install_github("ddemateis/dlim")

A vignette is available on the package website or in the packageusing the following code.

vignette('dlimOverview')