[R] Can R fill in missing values?

From: Jia Ying Mei <jiamei_at_princeton.edu>
Date: Wed, 23 Jul 2008 23:18:34 -0400


Hi,

I know this can be done in Stata (which is quite messy) but I wanted to know if it can be done in R. So lets say I have a merged data set (I used the merge function by date for the attached two files), where all the missing values are filled with NAs (which is what the all.x=TRUE does).

Is there any way to replace those NAs with the value of the latest row that contains a value?

For example:

> Date<-read.table("Desktop/R/Testdate.txt", head=T, sep="\t")
> Data<-read.table("Desktop/R/Testinput.txt", head=T, sep="\t")
> Merged<-merge(Date, Data, all.x=TRUE)
> Merged

     Date France Germany
1 3/10/07      2       4
2 3/11/07     NA      NA
3 3/12/07     NA      NA
4 3/13/07     NA      NA
5 3/14/07     NA      NA
6 3/15/07      1       2

Given this Merged data, is there a way to replace every NA value from 3/11 to 3/14 with that of 3/15? But then say there are multiple intervals with NAs that I want to fill with the last given value?

Technically, I know I could just manually edit the data, but the real files I need to work with has thousands of rows, so I was wondering if there was a way to do this (probably a loop?). Thanks a bunch.

Jia Ying Mei

Date

3/15/07
3/14/07
3/13/07
3/12/07
3/11/07
3/10/07

Date France Germany 3/15/07 1 2 3/10/07 2 4

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