ChangeObservations function

Change the observations of fitted Dirichlet Process.

Using a fitted Dirichlet process object include new data. The new data will be assigned to the best fitting cluster for each point.

ChangeObservations(dpobj, newData)

Arguments

• dpobj: The Dirichlet process object.
• newData: New data to be included

Returns

Changed Dirichlet process object

Examples

y <- rnorm(10)
dp <- DirichletProcessGaussian(y)
dp <- ChangeObservations(dp, rnorm(10))