m_est_perm_distribution {robnptests} | R Documentation |
Permutation distribution for M-statistics
Description
mest_perm_distribution
calculates the permutation distribution for the M-statistics from
m_test_statistic
.
Usage
m_est_perm_distribution(x, y, psi, k, randomization = FALSE, n.rep = 10000)
Arguments
x |
a (non-empty) numeric vector of data values. |
y |
a (non-empty) numeric vector of data values. |
psi |
kernel used for optimization.
Must be one of |
k |
tuning parameter(s) for the respective kernel function,
defaults to parameters implemented in |
randomization |
a logical value indicating whether the p-value should be
computed from a permutation ( |
n.rep |
an integer value specifying the number of random splits used to
calculate the randomization distribution if |
Details
Missing values in either x
or y
are not allowed.
Value
Vector with permutation distribution of the test statistic specified by psi
and k
.
References
Maechler M, Rousseeuw P, Croux C, Todorov V, Ruckstuhl A, Salibián-Barrera M, Verbeke T, Koller M, Conceicao EL, di Palma MA (2022). robustbase: Basic robust statistics. R package version 0.95-0, https://CRAN.R-project.org/package=robustbase.