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Finite Mixture and Markov Switching Models

By: Language: English Series: Springer Series in Statistics | Bickel, P. (Ed.) | Diggle, P. (Ed.) | Fienberg, S. (Ed.) | et alPublication details: New York : Springer Science and Business Media 2006Edition: 1. EdDescription: xix, 492 ppISBN:
  • 0-387-32909-9
  • 978-0-387-32909-3
Subject(s):
Contents:
from the Table of Contents: Finite Mixture Modeling; Statistical Inference for a Finite Mixture Model with Known Number of Components; Practical Bayesian Inference for a Finite Mixture Model with Known Number of Components; Statistical Inference for Finite Mixture Models Under Model Specification Uncertainty; Computational Tools for Bayesian Inference for Finite Mixtures Models Under Model Specification Uncertainty; Finite Mixture Models with Normal Components; Data Analysis Based on Finite Mixtures; Finite Mixtures of Regression Models; Finite Mixture Models with Nonnormal Components; Finite Markov Mixture Modeling; Statistical Inference for Markov Switching Models; Nonlinear Time Series Analysis Based on Markov Switching Models; Switching State Space Models; Appendix; References; Index;
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Item type Current library Shelving location Call number Status Date due Barcode
Loanable Institute for Advanced Studies (IHS) Book 18915-A Available IHS102756508

from the Table of Contents: Finite Mixture Modeling; Statistical Inference for a Finite Mixture Model with Known Number of Components; Practical Bayesian Inference for a Finite Mixture Model with Known Number of Components; Statistical Inference for Finite Mixture Models Under Model Specification Uncertainty; Computational Tools for Bayesian Inference for Finite Mixtures Models Under Model Specification Uncertainty; Finite Mixture Models with Normal Components; Data Analysis Based on Finite Mixtures; Finite Mixtures of Regression Models; Finite Mixture Models with Nonnormal Components; Finite Markov Mixture Modeling; Statistical Inference for Markov Switching Models; Nonlinear Time Series Analysis Based on Markov Switching Models; Switching State Space Models; Appendix; References; Index;

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