Subsample of Observations from Panel Data

returns a subsample of a panel data set; in particular drops all observations that are not in keepids. If it is not set, randomly keeps nkeep observations.

Usage

subsample(dta, idname, tname, keepids = NULL, nkeep = NULL)

Arguments

dta

a data.frame which is a balanced panel

idname

the name of the id variable

tname

the name of the time variable

keepids

which ids to keep

nkeep

how many ids to keep (only used if keepids is not set); the default is the number of unique ids

Value

a data.frame that contains a subsample of dta

Examples

#> Loading required namespace: plm
#> Error in DONTSHOW({    if (!requireNamespace("plm")) {        if (interactive() || is.na(Sys.getenv("_R_CHECK_PACKAGE_NAME_",             NA))) {            stop("package 'plm' is required for this example")        }        else {            q()        }    }}): package 'plm' is required for this example
data("LaborSupply", package = "plm")
#> Error in find.package(package, lib.loc, verbose = verbose): there is no package called ‘plm’
nrow(LaborSupply)
#> Error: object 'LaborSupply' not found
unique(LaborSupply$year)
#> Error: object 'LaborSupply' not found
ss <- subsample(LaborSupply, "id", "year", nkeep = 100)
#> Error: object 'LaborSupply' not found
nrow(ss)
#> Error: object 'ss' not found