na_locf: Last Observation Carried Forward

In talgalili/dendextend: Extending 'dendrogram' Functionality in R

Last Observation Carried Forward

Description

A function for replacing each NA with the most recent non-NA prior to it.

Usage

na_locf(x, first_na_value = 0, recursive = TRUE, ...)

Arguments

x	some vector
first_na_value	If the first observation is NA, fill it with "first_na_value"
recursive	logical (TRUE). Should na_locf be re-run until all NA values are filled?
...	ignored.

Value

The original vector, but with all the missing values filled by the value before them.

Source

https://stat.ethz.ch/pipermail/r-help/2003-November/042126.html https://stackoverflow.com/questions/5302049/last-observation-carried-forward-na-locf-on-panel-cross-section-time-series

This could probably be solved MUCH faster using Rcpp.

See Also

na.locf

Examples

na_locf(c(NA, NA))
na_locf(c(1, NA))
na_locf(c(1, NA, NA, NA))
na_locf(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4))
na_locf(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4), recursive = FALSE)
## Not run: 

# library(microbenchmark)
# library(zoo)

# microbenchmark(
#  na_locf = na_locf(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4)),
#  na.locf = na.locf(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4))
#) # my implementation is 6 times faster :)

#microbenchmark(
#  na_locf = na_locf(rep(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4), 1000)),
#  na.locf = na.locf(rep(c(1, NA, NA, NA, 2, 2, NA, 3, NA, 4), 1000))
# ) # my implementation is 3 times faster


## End(Not run)

talgalili/dendextend documentation built on Jan. 27, 2024, 7:43 p.m.