Recent advances in stochastic modeling and data analysis : Chania, Greece, 29 May - 1 June 2007 / editor, Christos H. Skiadas.

"This volume contains a part of the invited and contributed papers which were accepted and presented at the 12th International Conference on Applied Stochastic Models and Data Analysis in Chania, Crete, Greece."--Page v.

Includes bibliographical references and index.

Print version record.

This volume presents the most recent applied and methodological issues in stochastic modeling and data analysis. The contributions cover various fields such as stochastic processes and applications, data analysis methods and techniques, Bayesian methods, biostatistics, econometrics, sampling, linear and nonlinear models, networks and queues, survival analysis, and time series. The volume presents new results with potential for solving real-life problems and provides novel methods for solving these problems by analyzing the relevant data. The use of recent advances in different fields are emphasized, especially new optimization and statistical methods, data warehouse, data mining and knowledge systems, neural computing, and bioinformatics.

1. Stochastic processes and models -- 2. Distributions -- 3. Insurance -- 4. Stochastic modeling for healthcare management -- 5. Markov and semi Markov models -- 6. Parametricmon-parametric -- 7. Dynamical systems/forecasting -- 8. Modeling and stochastic modeling -- 9. Statistical applications in socioeconomic problems -- 10. Sampling and optimization problems -- 11. Data mining and applications -- 12. Clustering and classification -- 13. Applications of data analysis -- 14. Miscellaneous.

English.

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