gen_sample_data {rbbnp} | R Documentation |
Generate Sample Data
Description
This function used for generate some sample data for experiment
Usage
gen_sample_data(size, dgp, seed = NULL)
Arguments
size |
control the sample size. |
dgp |
data generating process, have options "normal", "chisq", "mixed", "poly", "2_fold_uniform". |
seed |
random seed number. |
Value
A numeric vector of length size
. The elements of the vector
are generated according to the specified dgp
:
- normal
Normally distributed values with mean 0 and standard deviation 2.
- chisq
Chi-squared distributed values with df = 10.
- mixed
Half normally distributed (mean 0, sd = 2) and half chi-squared distributed (df = 10) values.
- poly
Values from a polynomial cumulative distribution function on
[0,1]
.- 2_fold_uniform
Sum of two uniformly distributed random numbers.
[Package rbbnp version 0.1.0 Index]