hotelhd_control: Control Parameters for 'hotelhd'

Description Usage Arguments

Description

Various parameters that control setting of tests. Currently, the maximum type tests (i.e., 'CLX', 'Z', 'M') only need control parameters. The followings are the parameters that should be considered for each method.

CLX

omegaGiven, omegaHat, omegaEst

M

omegaGiven, omegaHat, omegaEst, ndim, sub

Z

omegaGiven, omegaHat, omegaEst, B, Block

Usage

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hotelhd_control(omegaGiven = NULL, omegaHat = c("omega", "identity"),
  omegaEst = c("clime"), ndim = 4L, sub = c("diag", "sub"), B = 500L,
  block = 1L)

Arguments

omegaGiven

NULL or p by p matrix. When the default NULL is chosen, Ω matrix is estimated; see omegaHat and omegaEst parameters. Optionally, users can provide an estimate of Ω from an estimation method that this package does not offer.

omegaHat

character; 'omega' or 'identity'. A candidate estimate of Ω matrix for the maximum type methods. When the default of 'omega' is used, Ω is estimated. Users can choose estimation method by omegaEst parameter. Optionally, 'identity' can be choosen to set p by p Identity matrix as an estimate of Ω matrix. When the data is not high-dimensional, inverse of sample covariance is offered.

omegaEst

character; 'clime'. The estimation method for Ω matrix. Currently, only 'clime' is implemented; see sugm.

ndim

integer. The number of dimensions for generalized maximum type statistic, i.e., the method 'M'. The default is 4.

sub

character; 'diag' or 'sub'. Method about how to form ndim by ndim sub-matrix for the method 'M'. The default 'diag' uses diagonals of Ω to improve efficiency, and calculate results of 1 to ndim. The 'sub' extracts sub-matrix from Ω.

B

integer. The number of bootstrap statistics for 'Z'.

block

integer. A block size for blockwize multiplier bootstrap in the method 'Z'. The size should be smaller than min(n1, n2). The default value is 1.


qpsy/hotelhd documentation built on May 26, 2019, 12:34 p.m.