esplot: Event Study Visualization

In xuyiqing/fect: Fixed Effects Counterfactual Estimators

Event Study Visualization

Description

Visualize the dynamic treatment effects and create an event study plot.

Usage

    esplot(data, Period, Estimate, SE, CI.lower = NULL,
        CI.upper = NULL, Count = NULL, fill.gap = TRUE,
        start0 = FALSE, show.count = NULL, stats = NULL,
        stats.labs = NULL, highlight.periods = NULL,
        highlight.colors = NULL, main = NULL,
        xlim = NULL, ylim = NULL,
        xlab = NULL, ylab = NULL,
        gridOff = FALSE, stats.pos = NULL,
        theme.bw = TRUE, cex.main = NULL,
        cex.axis = NULL, cex.lab = NULL,
        cex.text = NULL, axis.adjust = FALSE)

Arguments

data	The input data for the event study plot.
Period	The variable name of the relative period.
Estimate	The variable name of the estimated coefficient.
SE	The variable name of the standard errors. Omitted if CI.lower and CI.upper are specified.
CI.lower	Optional. The variable name of the lower confidence interval.
CI.upper	Optional. The variable name of the upper confidence interval.
Count	Optional. The variable name indicating the number of treated observations for each time period.
fill.gap	Logical. Whether to use 0 values to fill gaps in dynamic treatment effects. Default is TRUE.
start0	Logical. Whether period 0 should be considered as the first post-treatment period. Default is FALSE.
show.count	Logical. Whether to display the bar plot of the number of observations at the bottom of the plot.
stats	Optional. A list of statistics to be printed on the plot.
stats.labs	Optional. The names corresponding to stats.
highlight.periods	Optional. A list of periods to highlight.
highlight.colors	Optional. A list of colors for highlighting periods.
main	Optional. The title of the plot.
xlim	Optional. The limits of the x-axis.
ylim	Optional. The limits of the y-axis.
xlab	Optional. The label for the x-axis.
ylab	Optional. The label for the y-axis.
gridOff	Logical. Whether to turn off grid lines. Default is FALSE.
stats.pos	Optional. The position of the printed statistics.
theme.bw	Logical. Whether to use a black-and-white theme. Default is TRUE.
cex.main	Optional. The font size for the plot title.
cex.axis	Optional. The font size for the axis labels.
cex.lab	Optional. The font size for the axis tick labels.
cex.text	Optional. The font size for other text elements in the plot.
axis.adjust	Logical. Whether to adjust the axis position. Default is FALSE.

Value

p	A ggplot object of the event study plot.

Author(s)

Licheng Liu, Yiqing Xu, Ziyi Liu, Zhongyu Yin

xuyiqing/fect documentation built on April 12, 2025, 9:50 p.m.