secure.control {secure}

Internal control function for secure

Description

list of parameters for controling secure fitting

Usage

secure.control(mu = 1, nu = 1.1, MMerr = 0.001, MMiter = 100,
  outTol = 1e-06, outMaxIter = 200, inMaxIter = 200, inTol = 1e-04,
  lamMaxFac = 1, lamMinFac = 1e-10, gamma0 = 2, elnetAlpha = 0.95,
  spU = 0.25, spV = 0.25)

Arguments

mu

penalty parameter used in enforcing orthogonality

nu

penalty parameter used in enforcing orthogonality (incremental rate of mu)

MMerr

tolerence in the majorization maximization(MM) algorithm for computing initial values when missing value occurs

MMiter

maximum number iterations in the MM algorithm

outTol

tolerence of convergence of outer loop in CURE

outMaxIter

maximum number of outer loop iteration in CURE

inMaxIter

maximum number of inner loop iteration in CURE

inTol

tolerence value required for convergence of inner loop in CURE

lamMaxFac

a multiplier of calculated lambda_max

lamMinFac

a multiplier of determing lambda_min as a fraction of lambda_max

gamma0

power parameter in the adaptive weights

elnetAlpha

elastic net penalty parameter

spU

maximum proportion of nonzero elements in each column of U

spV

maximum proportion of nonzero elements in each column of V

Value

a list of controling parameter.