Panel Data Visualization in R (panelView) and Stata (panelview)
Dublin Core
Title
Panel Data Visualization in R (panelView) and Stata (panelview)
Subject
panel data, visualization, treatment status, missing data, R, Stata.
Description
We develop an R package panelView and a Stata package panelview for panel data
visualization. They are designed to assist causal analysis with panel data and have three
main functionalities: (1) They plot the treatment status and missing values in a panel
dataset; (2) they visualize the temporal dynamics of the main variables of interest; and
(3) they depict the bivariate relationships between a treatment variable and an outcome
variable either by unit or in aggregate. These tools can help researchers better understand
their panel datasets before conducting statistical analysis.
visualization. They are designed to assist causal analysis with panel data and have three
main functionalities: (1) They plot the treatment status and missing values in a panel
dataset; (2) they visualize the temporal dynamics of the main variables of interest; and
(3) they depict the bivariate relationships between a treatment variable and an outcome
variable either by unit or in aggregate. These tools can help researchers better understand
their panel datasets before conducting statistical analysis.
Creator
Hongyu Mou
Source
https://www.jstatsoft.org/article/view/v107i07
Publisher
University of California,
Los Angeles
Los Angeles
Date
September 2023
Contributor
Fajar bagus W
Format
PDF
Language
English
Type
Text
Files
Collection
Citation
Hongyu Mou, “Panel Data Visualization in R (panelView) and Stata (panelview),” Repository Horizon University Indonesia, accessed April 19, 2025, https://repository.horizon.ac.id/items/show/8310.