| intTab {robCompositions} | R Documentation |
Interaction table
Description
Estimates the interaction table based on clr and inverse clr coefficients.
Usage
intTab(x, y, frequencies = c("relative", "absolute"))
Arguments
x |
an object of class table |
y |
the corresponding independence table which is of class “intTab”. |
frequencies |
indicates whether absolute or relative frequencies should be computed. |
Details
Because of the compositional nature of probability tables, the independence tables should be estimated using geometric marginals.
Value
intTabThe interaction table(s) with either relative or absolute frequencies.
signsThe sign illustrates if there is an excess of probability (plus), or a deficit (minus) regarding to the estimated probability table and the independece table in the clr space.
Author(s)
Matthias Templ
References
Egozcue, J.J., Pawlowsky-Glahn, V., Templ, M., Hron, K. (2015) Independence in contingency tables using simplicial geometry. Communications in Statistics - Theory and Methods, 44 (18), 3978–3996.
Examples
data(precipitation)
tab1prob <- prop.table(precipitation)
tab1 <- indTab(precipitation)
intTab(tab1prob, tab1)