simData2: Generate simulated data for SNPinter and SNPcvinter
Description
Generate simulated data for users to apply the method SNPinter and SNPcvinter, including response variable y, scalar variable Z and sequence (genotypes) data X.
Usage
simData2(n, m, seed)
Value
An "simData2" object that contains the list of the following items.
y: a numeric vector representing the response variables.
z: a matrix representing the scalar covariates, with the number of rows equal to the number of samples.
location: a numeric vector defining the sampling sites of the sequence (genotypes) data.
X: a matrix representing the sequence data, with the number of rows equal to the number of samples.
beta: an "fd" object specifying the genetic effect function.
Arguments
n
an interger variable specifying the number of samples to be generated.
m
an interger variable specifying the sequence length of each sample.
seed
an integer variable specifyinging the random seed used for random sequence generation.