Semi-Markov chains and hidden semi-Markov models toward applications : their use in reliability and DNA analysis /

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Semi-Markov processes are much more general and better adapted to applications than the Markov ones because sojourn times in any state can be arbitrarily distributed, as opposed to the geometrically distributed sojourn time in the Markov case. This book concerns with the estimation of discrete-time...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Barbu, Vlad Stefan
Other Authors: Limnios, N. (Nikolaos)
Format: Electronic eBook
Language:Inglés
Published: New York : Springer, 2008.
Series:Lecture notes in statistics (Springer-Verlag) ; v. 191.
Subjects:
Markov processes.
Reliability (Engineering) > Mathematical models.
DNA > Analysis > Mathematics.
DNA > Mathematical models.
Stochastic processes.
Nucleic acids.
Statistics.
Public health.
Medical care.
Probabilities.
Mathematical models.
DNA.
Reproducible research.
Evaluation Studies as Topic
Stochastic Processes
Epidemiologic Research Design
Investigative Techniques
Nucleic Acids
Statistics as Topic
Mathematical Concepts
Nucleic Acids, Nucleotides, and Nucleosides
Epidemiologic Methods
Analytical, Diagnostic and Therapeutic Techniques and Equipment
Health Care Evaluation Mechanisms
Quality of Health Care
Public Health
Phenomena and Processes
Chemicals and Drugs
Environment and Public Health
Health Care Quality, Access, and Evaluation
Delivery of Health Care
Probability
Markov Chains
Models, Theoretical
Reproducibility of Results
DNA
Patient Care
Processus de Markov.
Fiabilité > Modèles mathématiques.
ADN > Analyse > Mathématiques.
ADN > Modèles mathématiques.
Processus stochastiques.
Acides nucléiques.
Statistiques.
Santé publique.
Prestation de soins.
Probabilités.
Modèles mathématiques.
ADN.
Statistique.
Soins médicaux.
Reproductibilité (Sciences)
public health.
probability.
mathematical models.
statistics.
MATHEMATICS > Probability & Statistics > Stochastic Processes.
Modelos matemáticos
Estadística
Markov, Procesos de
Stochastic processes
Statistics
Public health
Probabilities
Nucleic acids
Medical care
Mathematical models
DNA > Mathematical models
Markov processes
Reliability (Engineering) > Mathematical models
Online Access:Texto completo
Table of Contents:
  • Preface; Contents; Introduction; Discrete-Time Renewal Processes; Semi-Markov Chains; Nonparametric Estimation for Semi-Markov Chains; Reliability Theory for Discrete-Time Semi-Markov Systems; Hidden Semi-Markov Model and Estimation; Lemmas for Semi-Markov Chains; Lemmas for Hidden Semi-Markov Chains; Some Proofs; Markov Chains; Miscellaneous; Notation; References; Index.

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