Normal aka Gaussian 1-d Mixture Models
Transform Clustering / Grouping to Normal Mixture
Normal Mixture Density
Likelihood, Parametrization and EM-Steps For 1D Normal Mixtures
Marron-Wand Densities as 'norMix' Objects
tools:::Rd_package_title("nor1mix")
Mixtures of Univariate Normal Distributions
Transform "norMix" object into Call, Expression or Function
EM and MLE Estimation of Univariate Normal Mixtures
Plotting Methods for 'norMix' Objects
Normal Mixture Cumulative Distribution and Quantiles
Ratio of Normal Mixture to Corresponding Normal
Generate 'Normal Mixture' Distributed Random Numbers
Sort Method for "norMix" Objects
Onedimensional Normal (i.e. Gaussian) Mixture Models (S3) Classes, for, e.g., density estimation or clustering algorithms research and teaching; providing the widely used Marron-Wand densities. Efficient random number generation and graphics. Fitting to data by efficient ML (Maximum Likelihood) or traditional EM estimation.
Useful links