REBMIX.boot-class {rebmix} | R Documentation |
Class "REBMIX.boot"
Description
Object of class REBMIX.boot
.
Objects from the Class
Objects can be created by calls of the form new("REBMIX.boot", ...)
. Accessor methods for the slots are a.rseed(x = NULL)
,
a.pos(x = NULL)
, a.Bootstrap(x = NULL)
, a.B(x = NULL)
, a.n(x = NULL)
, a.replace(x = NULL)
, a.prob(x = NULL)
,
a.c(x = NULL)
, a.c.se(x = NULL)
, a.c.cv(x = NULL)
, a.c.mode(x = NULL)
, a.c.prob(x = NULL)
, a.w(x = NULL)
,
a.w.se(x = NULL)
, a.w.cv(x = NULL)
, a.Theta(x = NULL)
, a.Theta.se(x = NULL)
and a.Theta.cv(x = NULL)
, where x
stands for an object of class REBMIX.boot
.
Slots
x
:-
an object of class
REBMIX
. rseed
:-
set the random seed to any negative integer value to initialize the sequence. The first bootstrap dataset corresponds to it. For each next bootstrap dataset the random seed is decremented
r_{\mathrm{seed}} = r_{\mathrm{seed}} - 1
. The default value is-1
. pos
:-
a desired row number in
x@summary
to be bootstrapped. The default value is1
. Bootstrap
:-
a character giving the bootstrap type. One of default
"parametric"
or"nonparametric"
. B
:-
number of bootstrap datasets. The default value is
100
. n
:-
number of observations. The default value is
numeric()
. replace
:-
logical. The sampling is with replacement if
TRUE
, see alsosample
. The default value isTRUE
. prob
:-
a vector of length
n
containing probability weights, see alsosample
. The default value isnumeric()
. c
:-
a vector containing numbers of components for
B
bootstrap datasets. c.se
:-
standard error of numbers of components
c
. c.cv
:-
coefficient of variation of numbers of components
c
. c.mode
:-
mode of numbers of components
c
. c.prob
:-
probability of mode
c.mode
. w
:-
a matrix containing component weights for
\leq B
bootstrap datasets. w.se
:-
a vector containing standard errors of component weights
w
. w.cv
:-
a vector containing coefficients of variation of component weights
w
. Theta
:-
a list of matrices containing component parameters
theta1.l
,theta2.l
andtheta3.l
for\leq B
bootstrap datasets. Theta.se
:-
a list of vectors containing standard errors of component parameters
theta1.l
,theta2.l
andtheta3.l
. Theta.cv
:-
a list of vectors containing coefficients of variation of component parameters
theta1.l
,theta2.l
andtheta3.l
.
Author(s)
Marko Nagode