optic

CRANopticMaRDI QIDQ160100

Simulation Tool for Causal Inference Using Longitudinal Data

Joseph Pane, Pedro Nascimento de Lima, Geoffrey Grimm, Beth Ann Griffin, Adam Scherling, Max Griswold

Last update: 8 August 2023

Copyright license: GNU General Public License, version 3.0

Software version identifier: 1.0.0, 1.0.1

Description

Implements a simulation study to assess the strengths and weaknesses of causal inference methods for estimating policy effects using panel data. See Griffin et al. (2021) <doi:10.1007/s10742-022-00284-w> and Griffin et al. (2022) <doi:10.1186/s12874-021-01471-y> for a description of our methods.

Cites work

• Methodological considerations for estimating policy effects in the context of co-occurring policies
• Moving beyond the classic difference-in-differences model: a simulation study comparing statistical methods for estimating effectiveness of state-level policies

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