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 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