Recent Advances in Stochastic Modeling and Data Analysis

Released on by Christos H. Skiadas
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  • Recent Advances in Stochastic Modeling and Data Analysis Book Detail

  • Author : Christos H. Skiadas
  • Release Date : 2007
  • Publisher : World Scientific
  • Genre : Mathematics
  • Pages : 669
  • ISBN 13 : 981270969X
  • File Size : 20,20 MB
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Recent Advances in Stochastic Modeling and Data Analysis by Christos H. Skiadas PDF Summary

Book Description: 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 is emphasized, especially new optimization and statistical methods, data warehouse, data mining and knowledge systems, neural computing, and bioinformatics. Sample Chapter(s). Chapter 1: An approach to Stochastic Process using Quasi-Arithmetic Means (373 KB). Contents: Stochastic Processes and Models; Distributions; Insurance; Stochastic Modeling for Healthcare Management; Markov and Semi Markov Models; Parametric/Non-Parametric; Dynamical Systems/Forecasting; Modeling and Stochastic Modeling; Statistical Applications in Socioeconimic Problems; Sampling and Optimization Problems; Data Mining and Applications; Clustering and Classification; Applications of Data Analysis; Miscellaneous. Readership: Researchers in probability and statistics, stochastics and fuzzy logic.

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