CODEWITHSUNDEEP
r
xiaodai
xiaodai

Reputation: 16064

How to summarise data by group with weighted mean?

With

xa=aggregate(x$avg,by=list(x$value),FUN=weighted.mean,w=x$weight)

gives me an error

Error in weighted.mean.default(X[[1L]], ...) :    'x' and 'w' must
have the same length

But

weighted.mean(x$avg,w=x$weight);

works fine.

Upvotes: 7

Views: 9260

Answers (2)

joran
joran

Reputation: 173707

This being a 'million ways to skin a cat' question, here's a plyr solution (using @chl's example data):

ddply(xx,.(value),summarise, wm = weighted.mean(avg,weight))

Upvotes: 5

chl
chl

Reputation: 29447

As suggested on an old R thread, you can use by instead:

wt <- c(5,  5,  4,  1)/15
x <- c(3.7,3.3,3.5,2.8)
xx <- data.frame(avg=x, value=gl(2,2), weight=wt)
by(xx, xx$value, function(x) weighted.mean(x$avg, x$weight))

Upvotes: 7

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