tsibble: Gap-filling on the temporal component of a cubble object

In cubble: A Vector Spatio-Temporal Data Structure for Data Analysis

Gap-filling on the temporal component of a cubble object

Description

Gap-filling on the temporal component of a cubble object

Usage

## S3 method for class 'temporal_cubble_df'
fill_gaps(.data, ..., .full = FALSE, .start = NULL, .end = NULL)

## S3 method for class 'temporal_cubble_df'
scan_gaps(.data, ...)

## S3 method for class 'temporal_cubble_df'
index_by(.data, ...)

Arguments

.data	A tsibble.
...	A set of name-value pairs. The values provided will only replace missing values that were marked as "implicit", and will leave previously existing NA untouched. empty: filled with default NA. filled by values or functions.
.full	FALSE inserts NA for each keyed unit within its own period. TRUE fills NA over the entire time span of the data (a.k.a. fully balanced panel). start() pad NA to the same starting point (i.e. ⁠min(<index>)⁠) across units. end() pad NA to the same ending point (i.e. ⁠max(<index>)⁠) across units.
.start, .end	Set custom starting/ending time that allows to expand the existing time spans.

Value

a cubble object

Examples

library(tsibble)
climate_aus |> face_temporal() |> fill_gaps()
climate_aus |> face_temporal() |> scan_gaps()

cubble documentation built on Sept. 11, 2024, 7:19 p.m.