# StuartTauC: Stuart Tau C

### Description

Calculate Stuart's tau-c statistic, a measure of association for ordinal factors in a two-way table.
The function has interfaces for a table (matrix) and for single vectors.

### Usage

 1 StuartTauC(x, y = NULL, conf.level = NA, ...)

### Arguments

 x a numeric vector or a table. A matrix will be treated as table. y NULL (default) or a vector with compatible dimensions to x. If y is provided, table(x, y, ...) is calculated. conf.level confidence level of the interval. If set to NA (which is the default) no confidence interval will be calculated. ... further arguments are passed to the function table, allowing i.e. to set useNA. This refers only to the vector interface.

### Details

Stuart's tau-c makes an adjustment for table size in addition to a correction for ties. Tau-c is appropriate only when both variables lie on an ordinal scale.
It is estimated by

tau_c = m / n^2 * (P-Q) / (m-1)

where P equals twice the number of concordances and Q twice the number of discordances, n is the total amount of observations and m = min(R, C). The range of tau-c is [-1, 1].
See http://support.sas.com/documentation/cdl/en/statugfreq/63124/PDF/default/statugfreq.pdf, pp. 1739 for the estimation of the asymptotic variance.

### Value

a single numeric value if no confidence intervals are requested,
and otherwise a numeric vector with 3 elements for the estimate, the lower and the upper confidence interval

### Author(s)

Andri Signorell <andri@signorell.net>

### References

Agresti, A. (2002) Categorical Data Analysis. John Wiley & Sons, pp. 57–59.

Goodman, L. A., & Kruskal, W. H. (1954) Measures of association for cross classifications. Journal of the American Statistical Association, 49, 732-764.

Goodman, L. A., & Kruskal, W. H. (1963) Measures of association for cross classifications III: Approximate sampling theory. Journal of the American Statistical Association, 58, 310-364.

ConDisPairs yields concordant and discordant pairs

Other association measures:
GoodmanKruskalGamma, KendallTauA (tau-a), cor (method="kendall") for tau-b, SomersDelta
Lambda, GoodmanKruskalTau, UncertCoef, MutInf

### Examples

 1 2 3 4 5 6 7 # example in: # http://support.sas.com/documentation/cdl/en/statugfreq/63124/PDF/default/statugfreq.pdf # pp. S. 1821 tab <- as.table(rbind(c(26,26,23,18,9),c(6,7,9,14,23))) StuartTauC(tab, conf.level=0.95)

Search within the DescTools package
Search all R packages, documentation and source code

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.