CT_Critical_Values {ConcordanceTest} | R Documentation |
This function computes the critical values and the p-values for a desired significance levels of .10, .05 and .01. of the Concordance and Kruskal-Wallis tests. Critical values and p-values can be obtained exactly or by simulation (default option).
CT_Critical_Values(Sample_Sizes, Num_Sim = 10000, H = 0)
Sample_Sizes |
Numeric vector ( |
Num_Sim |
Number of simulations in order to obtain the probability distribution of the statistics. The default is 10000. If set to 0, the critical values and the p-values are obtained exactly. Otherwise they are obtained by simulation. |
H |
0 by default. If set to 1, the critical values and the p-values of the Kruskal-Wallis test are also calculated and returned. |
The function returns a list with the following elements:
C_results
: Concordance coefficient results. Critical values and p-values for a desired significance levels of 0.1, .05 and .01.
H_results
: Kruskal-Wallis results. Critical values and p-values for a desired significance levels of 0.1, .05 and .01 (only if H = 1).
The computational time in exact calculations increases exponentially with the number of elements and with the number of sets.
Sample_Sizes <- c(3,3,3) CT_Critical_Values(Sample_Sizes, Num_Sim = 0, H = 1) CT_Critical_Values(Sample_Sizes, Num_Sim = 1000, H = 1)