Jacob Long
Jacob Long
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RPackages
dpm
This R package implements a technique from
Allison, Williams, and Moral-Benito (2017)
and the Stata
command
xtdpdml
. It combines maximum likelihood estimation, the logic of cross-lagged panel models, and the robustness to spuriousness of fixed effects estimators into
dpm
, dynamic panel models. Written with help from Richard Williams and Paul Allison.
panelr
This is an R package that contains tools for the management and analysis of panel data. The main contributions are a
panel_data
object class designed to make panel-specific functions easier to handle and
wbm
, a procedure for fitting within-between regression models.
interactions
Previously part of the
jtools
package, this provides a set of functions that aid the analysis of statistical interactions. It implement simple slopes analysis, the calculation of Johnson-Neyman intervals, and plots for understanding interaction effects.
jtools
An expanding collection of tools I originally created to aid in my own research. The unifying theme is the ability to report and visualize the results of regression models. Most popular are functions that provide a streamlined, customizable summary of regressions (including robust standard error support) in the console, HTML/LaTeX/Word tables, and coefficient plots. A few other tools have been described in my blog and elsewhere.
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