panelhetero - Panel Data Analysis with Heterogeneous Dynamics
Understanding the dynamics of potentially heterogeneous variables is important in statistical applications. This package provides tools for estimating the degree of heterogeneity across cross-sectional units in the panel data analysis. The methods are developed by Okui and Yanagi (2019) <doi:10.1016/j.jeconom.2019.04.036> and Okui and Yanagi (2020) <doi:10.1093/ectj/utz019>.
Last updated 1 years ago
econometrics
4.18 score 3 stars 3 scripts 173 downloadslatenetwork - Inference on LATEs under Network Interference of Unknown Form
Estimating causal parameters in the presence of treatment spillover is of great interest in statistics. This package provides tools for instrumental variables estimation of average causal effects under network interference of unknown form. The target parameters are the local average direct effect, the local average indirect effect, the local average overall effect, and the local average spillover effect. The methods are developed by Hoshino and Yanagi (2023) <doi:10.48550/arXiv.2108.07455>.
Last updated 1 years ago
econometrics
4.00 score 5 scripts 155 downloads