Advances in Data Analysis

Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks

Editors:

ISBN: 978-0-8176-4798-8 (Print) 978-0-8176-4799-5 (Online)

Table of contents (29 chapters)

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  1. Front Matter

    Pages i-xxi

  2. Part I Data Mining and Text Mining

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-11

      Assessing the Stability of Supplementary Elements on Principal Axes Maps Through Bootstrap Resampling. Contribution to Interpretation in Textual Analysis

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      Book Chapter

      Pages 13-19

      A Doubly Projected Analysis for Lexical Tables

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      Book Chapter

      Pages 21-31

      Analysis of a Mixture of Closed and Open-Ended Questions in the Case of a Multilingual Survey

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      Book Chapter

      Pages 33-45

      Number of Frequent Patterns in Random Databases

  3. Part II Information Theory and Statistical Applications

    1. Front Matter

      Pages 47-47

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      Book Chapter

      Pages 49-50

      Introduction

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      Book Chapter

      Pages 51-65

      Measures of Divergence in Model Selection

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      Book Chapter

      Pages 67-80

      High Leverage Points and Outliers in Generalized Linear Models for Ordinal Data

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      Book Chapter

      Pages 81-94

      On a Minimization Problem Involving Divergences and Its Applications

  4. Part III Asymptotic Behaviour of Stochastic Processes and Random Fields

    1. Front Matter

      Pages 95-95

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      Book Chapter

      Pages 97-104

      Remarks on Stochastic Models Under Consideration

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      Book Chapter

      Pages 105-115

      New Invariance Principles for Critical Branching Process in Random Environment

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      Book Chapter

      Pages 117-128

      Gaussian Approximation for Multichannel Queueing Systems

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      Book Chapter

      Pages 129-140

      Stochastic Insurance Models, Their Optimality and Stability

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      Book Chapter

      Pages 141-150

      Central Limit Theorem for Random Fields and Applications

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      Book Chapter

      Pages 151-156

      A Berry – Esseen Type Estimate for Dependent Systems on Transitive Graphs

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      Book Chapter

      Pages 157-168

      Critical and Subcritical Branching Symmetric Random Walks on d-Dimensional Lattices

  5. Part IV Bioinformatics and Markov Chains

    1. Front Matter

      Pages 169-169

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      Book Chapter

      Pages 171-180

      Finite Markov Chain Embedding for the Exact Distribution of Patterns in a Set of Random Sequences

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      Book Chapter

      Pages 181-200

      On the Convergence of the Discrete-Time Homogeneous Markov Chain

  6. Part V Life Table Data, Survival Analysis and Risk in Household Insurance

    1. Front Matter

      Pages 201-201

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      Book Chapter

      Pages 203-209

      Comparing the Gompertz-Type Models with a First Passage Time Density Model

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      Book Chapter

      Pages 211-218

      A Comparison of Recent Procedures in Weibull Mixture Testing

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      Book Chapter

      Pages 219-227

      Hierarchical Bayesian Modelling of Geographic Dependence of Risk in Household Insurance

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