minsize: Minimum size of regression fixed point cluster
Description
Computes the minimum size of a fixed point cluster (FPC) which is
found at least mtf
times with approximated
probability prob
by
ir
fixed point iterations of fixreg
. Thought for use within fixreg
.
Usage
minsize(n, p, ir, mtf, prob = 0.5)
Arguments
n
positive integer. Total number of points.
p
positive integer. Number of independent variables.
ir
positive integer. Number of fixed point iterations.
prob
numerical between 0 and 1.
Details
The computation is based on the binomial distribution with probability
given by clusexpect
with ir=1
.References
Hennig, C. (2002) Fixed point clusters for linear regression:
computation and comparison, Journal of
Classification 19, 249-276.