autoplot: Autoplot method for feglm objects

In capybara: Fast and Memory Efficient Fitting of Linear Models with High-Dimensional Fixed Effects

Autoplot method for feglm objects

Description

Extracts the estimated coefficients and their confidence intervals.

Extracts the estimated coefficients and their confidence

Usage

## S3 method for class 'feglm'
autoplot(object, ...)

## S3 method for class 'felm'
autoplot(object, ...)

Arguments

object	A fitted model object.
...	Additional arguments passed to the method. In this case, the additional argument is conf_level, which is the confidence level for the confidence interval.

Value

A ggplot object with the estimated coefficients and their confidence intervals.

A ggplot object with the estimated coefficients and their confidence intervals.

Examples

set.seed(123)
trade_2006 <- trade_panel[trade_panel$year == 2006, ]
trade_2006 <- trade_2006[sample(nrow(trade_2006), 500), ]

mod <- fepoisson(
  trade ~ log_dist + lang + cntg + clny | exp_year + imp_year,
  trade_2006
)

autoplot(mod, conf_level = 0.99)

set.seed(123)
trade_2006 <- trade_panel[trade_panel$year == 2006, ]
trade_2006 <- trade_2006[trade_2006$trade > 0, ]
trade_2006 <- trade_2006[sample(nrow(trade_2006), 500), ]
trade_2006$log_trade <- log(trade_2006$trade)

mod <- felm(
  log_trade ~ log_dist + lang + cntg + clny | exp_year + imp_year,
  trade_2006
)

autoplot(mod, conf_level = 0.90)

capybara documentation built on April 11, 2025, 5:41 p.m.