plm: pvar – R documentation

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plm

pvar

Check for Cross-Sectional and Time Variation

Description

This function checks for each variable of a panel if it varies cross-sectionally and over time.

Usage

pvar(x, ...)

## S3 method for class 'matrix'
pvar(x, index = NULL, ...)

## S3 method for class 'data.frame'
pvar(x, index = NULL, ...)

## S3 method for class 'pdata.frame'
pvar(x, ...)

## S3 method for class 'pseries'
pvar(x, ...)

## S3 method for class 'pvar'
print(x, ...)

Arguments

`x`	a `(p)data.frame` or a `matrix`,
`...`	further arguments.
`index`	see `pdata.frame()`,

Details

For (p)data.frame and matrix interface: All-NA columns are removed prior to calculation of variation due to coercing to pdata.frame first.

Value

An object of class pvar containing the following elements:

`id.variation`	a logical vector with `TRUE` values if the variable has individual variation, `FALSE` if not,
`time.variation`	a logical vector with `TRUE` values if the variable has time variation, `FALSE` if not,
`id.variation_anyNA`	a logical vector with `TRUE` values if the variable has at least one individual-time combination with all NA values in the individual dimension for at least one time period, `FALSE` if not,
`time.variation_anyNA`	a logical vector with `TRUE` values if the variable has at least one individual-time combination with all NA values in the time dimension for at least one individual, `FALSE` if not.

Note

pvar can be time consuming for “big” panels.

Author(s)

Yves Croissant

Examples

# Gasoline contains two variables which are individual and time
# indexes and are the first two variables
data("Gasoline", package = "plm")
pvar(Gasoline)

# Hedonic is an unbalanced panel, townid is the individual index;
# the drop.index argument is passed to pdata.frame
data("Hedonic", package = "plm")
pvar(Hedonic, "townid", drop.index = TRUE)

# same using pdata.frame
Hed <- pdata.frame(Hedonic, "townid", drop.index = TRUE)
pvar(Hed)

# Gasoline with pvar's matrix interface
Gasoline_mat <- as.matrix(Gasoline)
pvar(Gasoline_mat)
pvar(Gasoline_mat, index=c("country", "year"))

plm

Linear Models for Panel Data

v2.4-1

GPL (>= 2)

Authors

Yves Croissant [aut, cre], Giovanni Millo [aut], Kevin Tappe [aut], Ott Toomet [ctb], Christian Kleiber [ctb], Achim Zeileis [ctb], Arne Henningsen [ctb], Liviu Andronic [ctb], Nina Schoenfelder [ctb]

Initial release

2021-03-02