Complex Models and Computational Methods in Statistics

Editors:

ISBN: 978-88-470-2870-8 (Print) 978-88-470-2871-5 (Online)

Table of contents (17 chapters)

  1. Front Matter

    Pages i-viii

  2. No Access

    Book Chapter

    Pages 1-11

    A New Unsupervised Classification Technique Through Nonlinear Non Parametric Mixed-Effects Models

  3. No Access

    Book Chapter

    Pages 13-26

    Estimation Approaches for the Apparent Diffusion Coefficient in Rice-Distributed MR Signals

  4. No Access

    Book Chapter

    Pages 27-36

    Longitudinal Patterns of Financial Product Ownership: A Latent Growth Mixture Approach

  5. No Access

    Book Chapter

    Pages 37-49

    Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models

  6. No Access

    Book Chapter

    Pages 51-62

    A GPU Software Library for Likelihood-Based Inference of Environmental Models with Large Datasets

  7. No Access

    Book Chapter

    Pages 63-76

    Theoretical Regression Trees: A Tool for Multiple Structural-Change Models Analysis

  8. No Access

    Book Chapter

    Pages 77-89

    Some Contributions to the Theory of Conditional Gibbs Partitions

  9. No Access

    Book Chapter

    Pages 91-107

    Estimation of Traffic Matrices for LRD Traffic

  10. No Access

    Book Chapter

    Pages 109-121

    A Newton’s Method for Benchmarking Time Series

  11. No Access

    Book Chapter

    Pages 123-135

    Spatial Smoothing for Data Distributed over Non-planar Domains

  12. No Access

    Book Chapter

    Pages 137-148

    Volatility Swings in the US Financial Markets

  13. No Access

    Book Chapter

    Pages 149-160

    Semicontinuous Regression Models with Skew Distributions

  14. No Access

    Book Chapter

    Pages 161-173

    Classification of Multivariate Linear-Circular Data with Nonignorable Missing Values

  15. No Access

    Book Chapter

    Pages 175-186

    Multidimensional Connected Set Detection in Clustering Based on Nonparametric Density Estimation

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    Book Chapter

    Pages 187-201

    Using Integrated Nested Laplace Approximations for Modelling Spatial Healthcare Utilization

  17. No Access

    Book Chapter

    Pages 203-213

    Supply Function Prediction in Electricity Auctions

  18. No Access

    Book Chapter

    Pages 215-227

    A Hierarchical Bayesian Model for RNA-Seq Data