Method for Detection of Mixtures of Normal Distributions with Application to Vine Varieties

In this work we trait the problem of mixtures of normal distributions and methods for estimating the number of components as well as the parameters in a mixture. Also, we present a practical method for the detection of normal finite mixture distribution and respective model validation. Finally, we apply the exposed procedure to a sample of old grape-vine castes.