sim_panel_data: sim_panel_data for the erfe package

In erfe: Fits Expectile Regression for Panel Fixed Effect Model

sim_panel_data for the erfe package

Description

Simulated toy data that comes with the erfe package. The dataset is generated according to a location-shift Gaussian model which corresponds to model I of the manuscript simulation section. The dataset is a balanced panel with 50 units and 5 within observations. The dataset has 6 variables: id, pred1, pred2, resp, nobs, and year. The variable id is the unit's ids, pred1 and pred2 are the main regressors. The response variable is generated by two regressors (pred1 and pred2), and one fixed-effect and a Gaussian error. The variable nobs is the number of units and year is the panel number.

Usage

data(sim_panel_data)

Format

An object of class "data.frame"

id

The variable id is the unit's ids.

pred1

The first regressor.

pred2

The second regressor.

resp

The response variable.

nobs

The number of units.

year

The time ou panel variable.

References

This data set was artificially created for the erfe package.

Examples

data(sim_panel_data)

erfe documentation built on Dec. 16, 2022, 5:15 p.m.