The utility of this package includes finite mixture modeling and model-based clustering through Manly mixture models by Zhu and Melnykov (2016) <DOI:10.1016/j.csda.2016.01.015>. It also provides capabilities for forward and backward model selection procedures.
|Author||Xuwen Zhu [aut, cre], Volodymyr Melnykov [aut], Michael Hutt [ctb, cph] (NM optimization in c), Stephen Moshier [ctb, cph] (eigen calculations in c), Rouben Rostamian [ctb, cph] (memory allocation in c)|
|Date of publication||2016-12-06 07:52:30|
|Maintainer||Xuwen Zhu <email@example.com>|
|License||GPL (>= 2)|
ais: Australian Institute of Sport data
bankruptcy: Bankruptcy data
Manly.contour: Contour plot for Manly mixture model
Manly.EM: EM algorithm for Manly mixture model
Manly.Kmeans: k-means algorithm with Manly transformation
ManlyMix-package: Finite mixture modeling and model-based clustering based on...
Manly.overlap: Estimates the overlap for a Manly mixture
Manly.select: Manly transformation selection
Manly.sim: Simulates Manly mixture dataset
Manly.var: Variability assessment of Manly mixture model
seeds: Wheat kernel Data