Description Usage Arguments Value Examples
This function uses the EM algorithm to do clustering of k-mixture components where each component is pois(λ).
1 | em_clust_pois(data, nclust, itmax = 10000, tol = 10^-8)
|
data |
An n-length vector. Must not be character. |
nclust |
The number of clusters. |
itmax |
The maximum number of iterations allowed. Defaults to 10000. |
tol |
Tuning parameter for convergence. Defaults to 10^-8. |
A list containing: it
the number of iterations; clust_prop
the estimated mixture proportions; clust_params
the estimated mixture parameters;
mix_est
a vector of the estimated mixture for each data point; log_lik
the
log likelihood of the data; bic
the modeled BIC.
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