Hidden markov models for longitudinal comparisons
- Author
- SCOTT, Steven L1 ; JAMES, Gareth M1 ; SUGAR, Catherine A1
[1] The Marshall School of Business, University of Southern California, Los Angeles, CA 90089, United States - Source
Journal of the American Statistical Association. 2005, Vol 100, Num 470, pp 359-369, 11 p ; ref : 30 ref
- CODEN
- JSTNAL
- ISSN
- 0162-1459
- Scientific domain
- Mathematics
- Publisher
- American Statistical Association, Alexandria, VA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Health state model Hierarchical model Inhomogeneous hidden Markov model Markov chain Monte Carlo k-means clustering
- Keyword (fr)
- Algorithme MCMC Analyse multivariable Classification automatique (statistiques) Estimation Bayes Estimation paramètre Etat transition Homogénéité Incertitude Loi conditionnelle Loi probabilité Modèle Markov caché Modèle Markov variable cachée Modèle homogène Méthode espace état Méthode statistique Méthodologie Probabilité transition Schizophrénie Clustering Donnée longitudinale Estimateur rétrécissement Etat sante Modèle hiérarchique
- Keyword (en)
- MCMC algorithm Multivariate analysis Cluster analysis (statistics) Bayes estimation Parameter estimation Transition state Homogeneity Uncertainty Conditional distribution Probability distribution Hidden Markov model Hidden Markov models Homogeneous model State space method Statistical method Methodology Transition probability Schizophrenia Shrinkage estimator Health state Hierarchical model
- Keyword (es)
- Algoritmo MCMC Análisis multivariable Estimación Bayes Estimación parámetro Estado transitorio Homogeneidad Incertidumbre Ley condicional Ley probabilidad Modelo Markov oculto Modelo homogéneo Método espacio estado Método estadístico Metodología Probabilidad transición Esquizofrenia
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01K Special processes (renewal theory, markov renewal processes, semi-markov processes, statistical mechanics type models, applications)
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02I Multivariate analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02N Applications / 001A02H02N3 Biology, psychology, social sciences
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02N Applications / 001A02H02N4 Medical sciences
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 16792621
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1198/016214504000001592 
https://dx.doi.org/10.1198/016214504000001592
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