simu_indiv_se {MagmaClustR} | R Documentation |
Simulate a batch of data
Description
Simulate a batch of output data, corresponding to one individual, coming from a GP with a the Squared Exponential kernel as covariance structure, and specified hyper-parameters and input.
Usage
simu_indiv_se(ID, input, mean, v, l, sigma)
Arguments
ID |
An identification code, whether numeric or character. |
input |
A vector of numbers. The input variable that is used as 'reference' for input and outputs. |
mean |
A vector of numbers. Prior mean values of the GP. |
v |
A number. The variance hyper-parameter of the SE kernel. |
l |
A number. The lengthscale hyper-parameter of the SE kernel. |
sigma |
A number. The noise hyper-parameter. |
Value
A tibble containing a batch of output data along with input and additional information for a simulated individual.
Examples
TRUE
[Package MagmaClustR version 1.2.1 Index]