widen_panel: Convert long panel data to wide format

In panelr: Regression Models and Utilities for Repeated Measures and Panel Data

Convert long panel data to wide format

Description

This function takes panel_data() objects as input as converts them to wide format for use in SEM and other situations when such a format is needed.

Usage

widen_panel(data, separator = "_", ignore.attributes = FALSE, varying = NULL)

Arguments

data	The panel_data frame.
separator	When the variables are labeled with the wave number, what should separate the variable name and wave number? By default, it is "_". In other words, a variable named var will be var_1, var_2, and so on in the wide data frame.
ignore.attributes	If the data was created by long_panel(), it stores information about which variables vary over time and which are constants. Sometimes, though, this information is not accurate ( it is only based on the wide data's variable names) and you may want to force this function to check again based on the actual values of the variables.
varying	If you want to skip the checks for whether variables are varying and specify yourself, as is done with stats::reshape(), you can supply them as a vector here.

Details

This is a wrapper for stats::reshape(), which is renowned for being pretty confusing to use. This function automatically detects which of the variables vary over time and which don't, not appending wave information to constants.

Value

A data.frame with 1 row per respondent.

See Also

reshape

Examples

wages <- panel_data(WageData, id = id, wave = t)
wide_wages <- widen_panel(wages)

panelr documentation built on Aug. 22, 2023, 5:08 p.m.