Create a result object for SLISE that is similar to other regression method results

Create a result object for SLISE that is similar to other regression method results

Usage

slise.object(
  alpha,
  X,
  Y,
  epsilon,
  lambda1 = 0,
  lambda2 = 0,
  weight = NULL,
  intercept = FALSE,
  logit = FALSE,
  x = NULL,
  y = NULL
)

Arguments

alpha

linear model

X

data matrix

Y

response vector

epsilon

error tolerance

lambda1

L1 regularisation coefficient (default: 0)

lambda2

L2 regularisation coefficient (default: 0)

weight

weight vector (default: NULL)

intercept

does the model have an intercept (default: FALSE)

logit

has the target been logit-transformed (default: FALSE)

x

explained item x (default: NULL)

y

explained item y (default: NULL)

Value

object with SLISE results