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Mixtures of Autoregressions with an Improper Component for Panel Data

Longford, Nicholas; Pierpaolo D’Urso - In: Journal of Classification 29 (2012) 3, pp. 341-362

An EM algorithm for fitting mixtures of autoregressions of low order is constructed and the properties of the estimators are explored on simulated and real datasets. The mixture model incorporates a component with an improper density, which is intended for outliers. The model is proposed as an...

Persistent link: https://www.econbiz.de/10010848612

Constrained clustering and Kohonen Self-Organizing Maps

Ambroise, Christophe; Govaert, Gérard - In: Journal of Classification 13 (1996) 2, pp. 299-313

Persistent link: https://www.econbiz.de/10005602893

A mixture likelihood approach for generalized linear models

Wedel, Michel; DeSarbo, Wayne - In: Journal of Classification 12 (1995) 1, pp. 21-55

Persistent link: https://www.econbiz.de/10005602929

A latent class probit model for analyzing pick any/N data

Soete, Geert; DeSarbo, Wayne - In: Journal of Classification 8 (1991) 1, pp. 45-63

Persistent link: https://www.econbiz.de/10005376104

A latent class vector model for preference ratings

Soete, Geert; Winsberg, Suzanne - In: Journal of Classification 10 (1993) 2, pp. 195-218

Persistent link: https://www.econbiz.de/10005376155

Latent class DEDICOM

Takane, Yoshio; Kiers, Henk - In: Journal of Classification 14 (1997) 2, pp. 225-247

Persistent link: https://www.econbiz.de/10005156052