shifts: Shift Data (i.e., lag/lead)

In quest: Prepare Questionnaire Data for Analysis

Shift Data (i.e., lag/lead)

Description

shifts shifts rows of data down (n < 0) for lags or up (n > 0) for leads replacing the undefined data with a user-defined value (e.g., NA). The number of rows shifted is equal to abs(n). It is assumed that data[vrb.nm] is already sorted by time such that the first row is earliest in time and the last row is the latest in time.

Usage

shifts(data, vrb.nm, n, undefined = NA, suffix)

Arguments

data	data.frame of data.
vrb.nm	character vector of colnames from data specifying the variables.
n	integer vector of length 1. Specifies the direction and magnitude of the shift. See details.
undefined	atomic vector of length 1 (probably makes sense to be the same typeof as the vectors in data[vrb.nm]). Specifies what to insert for undefined values after the shifting takes place. See details.
suffix	character vector of length 1 specifying the string to append to the end of the colnames of the return object. The default depends on the n argument: 1) if n < 0, then suffix = paste0("_g", -n), 2) if n > 0, then suffix = paste0("_d", +n), 3) if n = 0, then suffix = "".

Details

If n is negative, then shifts inserts undefined into the first abs(n) rows of data[vrb.nm], shifting all other rows of x down abs(n) positions, and then dropping the last abs(n) row of data[vrb.nm] to preserve the original nrow of data. If n is positive, then shifts drops the first abs(n) rows of x, shifting all other rows of data[vrb.nm] up abs(n) positions, and then inserts undefined into the last abs(n) rows of x to preserve the original length of data. If n is zero, then shifts simply returns data[vrb.nm].

It is recommended to use L when specifying n to prevent problems with floating point numbers. shifts tries to circumvent this issue by a call to round within shifts if n is not an integer; however that is not a complete fail safe. The problem is that as.integer(n) implicit in shifts truncates rather than rounds.

Value

data.frame of shifted data with colnames specified by suffix.

See Also

shift shifts_by shift_by

Examples

shifts(data = attitude, vrb.nm = colnames(attitude), n = -1L)
shifts(data = mtcars, vrb.nm = colnames(mtcars), n = 2L)

quest documentation built on May 29, 2024, 4:59 a.m.