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digit precision in p value of rcorr
2 messages · Jason Love, Rui Barradas
Hello,
You could post to R-Help, maybe it will of use to others. And since it's
a follow-up I'll post it there.
To get more (or less) digits use the respective argument to print().
Var <-
structure(list(D.Prime = c(0.17234, 0.14399, 0.14626, 0.035147,
0.058957), T.statistics = c(4.9268, 2.892, 2.6428, 1.1124, 2.7237
)), .Names = c("D.Prime", "T.statistics"), class = "data.frame",
row.names = c("1", "2", "3", "4", "5"))
library(Hmisc)
rc <- rcorr(as.matrix(Var), type="pearson")
print(rc$P, digits = 10)
Hope this helps,
Rui Barradas
Em 12-09-2012 19:39, Jason Love escreveu:
Hi all,
Sorry about posting a really novice question.
I was able to run rcorr after converting the list to a matrix by your help.
I'm though wondering if there is any way to find out an exact p value as
the output only gave me 0 for P value as shown below.
I've added options(digits=10), which doesn't seem to help at all. Any help
would be appreciated.
P
D Prime T statistics
D Prime 0
T statistics 0
On Wed, Sep 12, 2012 at 2:19 PM, Jason Love <jason.love1492 at gmail.com>wrote:
thanks all for the prompt answer. Yes, I need to go through the R tutorial rather than learning a snippet of codes from googling. On Wed, Sep 12, 2012 at 11:32 AM, Rui Barradas <ruipbarradas at sapo.pt>wrote:
Hello,
The input must be a matrix, not a list (or its special case data.frame).
Var <- read.table(text="
D.Prime T.statistics
1 1.7234e-01 4.926800
2 1.4399e-01 2.892000
3 1.4626e-01 2.642800
4 3.5147e-02 1.112400
5 5.8957e-02 2.723700
", header=TRUE)
# library(Hmisc)
rc <- rcorr(as.matrix(Var), type="pearson")
# from recommended package stats
ct <- cor.test(Var$D.Prime, Var$T.statistics, method = "pearson")
rc$P
D.Prime T.statistics
D.Prime NA 0.1101842
T.statistics 0.1101842 NA
ct$p.value
[1] 0.1101842
To the op: you should say which library you are using. Even if Hmisc is a
very popular one.
Hope this helps,
Rui Barradas
Em 12-09-2012 16:10, R. Michael Weylandt escreveu:
On Wed, Sep 12, 2012 at 4:04 PM, Jason Love <jason.love1492 at gmail.com>
wrote:
Hello,
I'd like to test a significance of two variables in their correlation
using
rcorr, which gave me an error of format incompatibility.
Below are the lines that I typed in the R window and let me know if
anyone
knows how to resolve this.
Var=read.csv("03apr10ab_corr_**matrix_in_overlaps.csv",**header=F)
colnames(Var)=c("D Prime","T statistics")
D Prime T statistics
1 1.7234e-01 4.926800
2 1.4399e-01 2.892000
3 1.4626e-01 2.642800
4 3.5147e-02 1.112400
5 5.8957e-02 2.723700
rcorr(Var, type="pearson")
Untested (because I'm still without respectable internet after a move) I believe rcorr would rather have a matrix than a data.frame(), which is what read.csv produces, so try Var <- as.matrix(Var) or rcorr(as.matrix(Var), type = "pearson") Error in storage.mode(x) <- if (.R.) "double" else "single" :
(list) object cannot be coerced to type 'double'
This suggests that the input to rcorr is being converted to a double,
which isn't a valid storage.mode change for a list (= data frame).
Cheers,
M
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