Discrete Laplace Mixture Inference using the EM Algorithm
Calculate distance between clusters
Cluster origin probabilities for haplotypes
Contributor pairs from a 2 person mixture
Adaptive fitting
Robust fitting
disclapmix
Discrete Laplace mixture inference using the EM algorithm
Export model fit to compact format
Generate a mixture
Get rank of pair
Calculate haplotype diversity from a disclapmixfit
Plot a disclapmixfit
Plot ranked contributor pairs
Predict from a disclapmixfit
Print contributor pairs
Print a disclapmixfit
Print ranked contributor pairs
Separate a 2 person mixture
Simulate from a disclapmixfit
Summary of a disclapmixfit
Make inference in a mixture of discrete Laplace distributions using the EM algorithm. This can e.g. be used for modelling the distribution of Y chromosomal haplotypes as described in [1, 2] (refer to the URL section).
Useful links