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math.PR2005
Linear Latent Structure Analysis: Mixture Distribution Models with Linear Constraints
Mikhail Kovtun, Igor Akushevich, Kenneth G. Manton +1
A new method for analyzing high-dimensional categorical data, Linear Latent Structure (LLS) analysis, is presented. LLS models belong to the family of latent structure models, whic…
math.PR2005★ 1 cited
A New Efficient Algorithm for Construction of LLS Models
Mikhail Kovtun, Igor Akushevich, Kenneth G. Manton +1
We present a new efficient algortithm for construction of linear latent structure (LLS) models. This algorithm reduces a problem of estimation of model parameters to a sequence of…