Statistics

How to determine if a Gaussian mixture model is an appropriate choice for modeling a given data set?

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Interview question asked to Data Scientists interviewing at Juniper Networks, Hewlett Packard, Faire and others: How to determine if a Gaussian mixture model is an appropriate choice for modeling a given data set?.