[R] concordance correlation coefficient using R
Marc Schwartz
marc_schwartz at comcast.net
Sun Dec 7 17:37:58 CET 2008
on 12/07/2008 09:23 AM paul murima wrote:
> Hi.
> I have data which i would want to assess the degree of agreement
> between two assays, e.g., to evaluate reproducibility or for
> inter-rater reliability. I have used the Pearson product-moment
> correlation coefficient. It looks good ranginging between 0.90 to
> 0.998. Though this looks good. I am told the Concordance correlation
> coefficient will give a better picture of how reproducible the assay
> is.
> Does any one know how to run such a test using R? If so can you kindly
> provide the code, and bit of explanations to spruce it up?
>
> Thank you
>
> Paul
Look at the epi.ccc function in the epiR CRAN package. More information
here:
http://bm2.genes.nig.ac.jp/RGM2/R_current/library/epiR/man/epi.ccc.html
You might also want to review Martin Bland's page pertaining to the
design and analysis of measurement agreement studies:
http://www-users.york.ac.uk/~mb55/meas/meas.htm
HTH,
Marc Schwartz
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