simulate univariate target variables

simulate univariate target variables

sim_target(
  X_gene,
  X_env,
  method = c("lasso", "ammi", "gillberg"),
  marginal_mean = 0,
  marginal_sd = 1,
  pars = list()
)

Arguments

X_gene

matrix of genomic variables

X_env

matrix of environmental variables

method

a method used to generate the variable. It can be Lasso, Gilberg model or AMMI

marginal_mean

Marginal mean of the target variable

marginal_sd

Marginal Standard deviation of the target variable

pars

a list of parameters.