simulate_DP {MIRES} | R Documentation |
Generate Truncated Dirichlet Process Mixture.
Description
Generate Truncated Dirichlet Process Mixture.
Usage
simulate_DP(N, K, param, alpha, f)
Arguments
N |
Number of data points. |
K |
Max cluster. |
param |
Data.frame of parameters corresponding to d and r distribution functions. (E.g., data.frame(mean = rnorm(50), sd = abs(rnorm(50, 0, .5)))) |
alpha |
Numeric. The alpha parameter to the DP. |
f |
Character. Root name of base or kernel function (e.g., "norm", "exp"). |
Value
List of data (y), weights (pi), params (param), and the true density function (d).
Author(s)
Stephen Martin
[Package MIRES version 0.1.0 Index]