Donald Braman
2009-Aug-27 19:03 UTC
[R] standard error associated with correlation coefficient
I want the standard error associated with a correlation. I can calculate using cor & var, but am wondering if there are libraries that already provide this function. [[alternative HTML version deleted]]
Sunil Suchindran
2009-Aug-30 17:53 UTC
[R] standard error associated with correlation coefficient
Here are some options for confidence intervals. #by hand sample_r <- .5 n_sample <- 100 df <- n_sample-1 fisher_z <- 0.5*(log(1+sample_r)-log(1-sample_r)) se_z <- 1/sqrt(n_sample-3) t_crit <- qt(.975,df ,lower.tail=TRUE) z_lci <- fisher_z - (t_crit * se_z) z_uci <- fisher_z + (t_crit * se_z) (r_lci <- tanh(z_lci)) (r_uci <- tanh(z_uci)) # Compare to the CIr function in psychometric library #that uses standard normal instead of t library(psychometric) CIr(sample_r,n_sample) And see http://www.stat.umn.edu/geyer/5601/examp/bse.html for bootstrap options. On Thu, Aug 27, 2009 at 3:03 PM, Donald Braman <dbraman@law.gwu.edu> wrote:> I want the standard error associated with a correlation. I can calculate > using cor & var, but am wondering if there are libraries that already > provide this function. > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help@r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide > http://www.R-project.org/posting-guide.html<http://www.r-project.org/posting-guide.html> > and provide commented, minimal, self-contained, reproducible code. >[[alternative HTML version deleted]]