data_generate: Generate simulate data.
In echi/mSIM: Multivariate Response Single Index Model
View source: R/data_generate.R
Description
Generate simulate data.
Usage
1
data_generate(fun.list, n, p, B.true, snr, cor = 0)
Arguments
fun.list
A list of linear and nonlinear function for link function.
n
The number of sample in the generated data.
p
The number of predictors in the generated data.
B.true
The groundtruth of the coefficient matrix B.
snr
The Signal Noise Ratio of data generation.
cor
The corvariance of the generate data. Default value is 0.
echi/mSIM documentation built on Oct. 6, 2020, 11:09 a.m.
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View source: R/data_generate.R
Description
Generate simulate data.
Usage
1 | data_generate(fun.list, n, p, B.true, snr, cor = 0)
|
Arguments
fun.list |
A list of linear and nonlinear function for link function. |
n |
The number of sample in the generated data. |
p |
The number of predictors in the generated data. |
B.true |
The groundtruth of the coefficient matrix B. |
snr |
The Signal Noise Ratio of data generation. |
cor |
The corvariance of the generate data. Default value is 0. |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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