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Martin, R. Douglas; Samarov, Alexander; Vandaele, Walter - In: Applied time series analysis of economic data, (pp. 153-177). 1983

Persistent link: https://www.econbiz.de/10002437081

Dimensionality reduction models in density estimation and classification

Samarov, Alexander - In: Empirical economic and financial research : theory, …, (pp. 487-495). 2015

Persistent link: https://www.econbiz.de/10010490082

Robust-resistant spectral analysis

Martin, R. Douglas - 1983

Persistent link: https://www.econbiz.de/10002435195

Rate optimal semiparametric estimation of the memory parameter of the Gaussian time series with long range dependence

Giraitis, Liudas; Robinson, Peter M.; Samarov, Alexander - 1997

Persistent link: https://www.econbiz.de/10000959150

Noisy independent factor analysis model for density estimation and classification

Amato, U.; Antoniadis, A.; Samarov, Alexander; Cybakov, … - 2009

We consider the problem of multivariate density estimation when the unknown density is assumed to follow a particular form of dimensionality reduction, a noisy independent factor analysis (IFA) model. In this model the data are generated by a number of latent independent components having...