| simData1 {FunctanSNP} | R Documentation |
Generate simulated data for SNPlm
Description
Generate simulated data for users to apply the method SNPlm, including response variable y, scalar variable Z and sequence (genotypes) data X.
Usage
simData1(n, m, seed)
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 specifying the random seed used for random sequence generation. |
Value
An "simData1" 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, representing the genetic effect function.
See Also
Examples
library(FunctanSNP)
n <- 300
m <- 30
simdata1 <- simData1(n, m, seed = 123)