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S-estimation of hidden Markov models (Q736987)

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scientific article; zbMATH DE number 6609618

Language	Label	Description	Also known as
English	S-estimation of hidden Markov models	scientific article; zbMATH DE number 6609618

Statements

scholarly article

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S-estimation of hidden Markov models (English)

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Alessio Farcomeni

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Computational Statistics

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publication date

5 August 2016

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full work available at URL

http://hdl.handle.net/11573/585579

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zbMATH Keywords

bisquare

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EM

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HMM

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Mahalanobis distance

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mixture

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robust distance

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S-estimation

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describes a project that uses

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MaRDI profile type

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Mixed Hidden Markov Models

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A note on the mixture transition distribution and hidden Markov models

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Latent Markov models for longitudinal data

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High breakdown mixture discriminant analysis

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Performance of High Breakdown Mixture Discriminant Analysis Under Different Biweight Functions

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Statistical Inference for Probabilistic Functions of Finite State Markov Chains

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A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains

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Error rates for multivariate outlier detection

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Robust distances for outlier-free goodness-of-fit testing

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Robust Estimation in the Normal Mixture Model Based on Robust Clustering

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Asymptotic behaviour of S-estimates of multivariate location parameters and dispersion matrices

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Quantile regression for longitudinal data based on latent Markov subject-specific parameters

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Snipping for robust \(k\)-means clustering under component-wise contamination

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A Bayesian autoregressive three-state hidden Markov model for identifying switching monotonic regimes in microarray time course data

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How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis

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Trimmed ML estimation of contaminated mixtures

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Comprehensive Definitions of Breakdown Points for Independent and Dependent Observations

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Breakdown points for maximum likelihood estimators of location-scale mixtures

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Robust Statistics

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Robust inference by influence functions

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Hidden Markov Models for Speech Recognition

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On the relation between S-estimators and M-estimators of multivariate location and covariance

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Mixture Models, Robustness, and the Weighted Likelihood Methodology

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Robust Statistics

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Robust fitting of hidden Markov regression models under a longitudinal setting

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Finite mixture models

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Finite sample properties of the maximum likelihood estimator and of likelihood ratio tests in hidden Markov models

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Robust fitting of mixtures using the trimmed likelihood estimator

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On consistency factors and efficiency of robust \(S\)-estimators

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Error bounds for convolutional codes and an asymptotically optimum decoding algorithm

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Hidden semi-Markov models

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.1007/S00180-014-0521-2

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DBLP publication ID

journals/cstat/Farcomeni015

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Sitelinks

Mathematics(1 entry)

mardi Publication:736987

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