roc.simu: Simulate the ROC

Description Usage Arguments

Description

A function to run the simulation for plotting ROC

Usage

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roc.simu(nroc = 1, u, v, n = 50, data.type = "normal", sigma_z = 1,
  sigma_x = NULL, sigma_y = NULL, theta = 0.01, n_x = 1000,
  n_y = 1000, lambda_z = 10, maxstep_s0 = NULL, penaltyx = seq(0, 1,
  length.out = 50), penaltyy = seq(0, 1, length.out = 50), alpha.u = seq(0,
  1, length.out = 10), alpha.v = seq(0, 1, length.out = 10), nlambda = 20,
  edgex, edgey, plain = T, maxstep_gs = 20, gamma.u = seq(0, 5, length.out
  = 10), gamma.v = seq(0, 5, length.out = 10), seed = 12345)

Arguments

maxstep_s0, maxstep_gs:

paramters for s0cca and gscca

penaltyx, penaltyy:

for s1cca, vectors

alpha.u, alpha.v, nlambda:

for enscca, vector, vector, scalar.

gamma.u, gamma.v:

paramters for gscca, vectors.

nroc:

the number of iterations

data.type:

type of data to generate, choose from 'normal','normal_oth','normal_oth'...


DongyueXie/scca documentation built on May 29, 2019, 2:37 p.m.