Table of contents (17 chapters)

1. Front Matter

   Pages i-viii

   Download PDF (125KB)

2. 

   Book Chapter

   Pages 1-11

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

   • Laura Azzimonti,
   • Francesca Ieva
   • … show all 3 hide
   Look Inside Get Access

3. 

   Book Chapter

   Pages 13-26

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

   • Stefano Baraldo,
   • Francesca Ieva
   • … show all 4 hide
   Look Inside Get Access

4. 

   Book Chapter

   Pages 27-36

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

   • Francesca Bassi,
   • José G. Dias
   • … show all 2 hide
   Look Inside Get Access

5. 

   Book Chapter

   Pages 37-49

   Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models

   • Luc Bauwens,
   • Giuseppe Storti
   • … show all 2 hide
   Look Inside Get Access

6. 

   Book Chapter

   Pages 51-62

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

   • Michela Cameletti,
   • Francesco Finazzi
   • … show all 2 hide
   Look Inside Get Access

7. 

   Book Chapter

   Pages 63-76

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

   • Carmela Cappelli,
   • Francesca Di Iorio
   • … show all 2 hide
   Look Inside Get Access

8. 

   Book Chapter

   Pages 77-89

   Some Contributions to the Theory of Conditional Gibbs Partitions

   • Annalisa Cerquetti
   • … show all 1 hide
   Look Inside Get Access

9. 

   Book Chapter

   Pages 91-107

   Estimation of Traffic Matrices for LRD Traffic

   • Pier Luigi Conti,
   • Livia De Giovanni
   • … show all 3 hide
   Look Inside Get Access

10. 

    Book Chapter

    Pages 109-121

    A Newton’s Method for Benchmarking Time Series

    • Tommaso Di Fonzo,
    • Marco Marini
    • … show all 2 hide
    Look Inside Get Access

11. 

    Book Chapter

    Pages 123-135

    Spatial Smoothing for Data Distributed over Non-planar Domains

    • Bree Ettinger,
    • Tiziano Passerini
    • … show all 4 hide
    Look Inside Get Access

12. 

    Book Chapter

    Pages 137-148

    Volatility Swings in the US Financial Markets

    • Giampiero M. Gallo,
    • Edoardo Otranto
    • … show all 2 hide
    Look Inside Get Access

13. 

    Book Chapter

    Pages 149-160

    Semicontinuous Regression Models with Skew Distributions

    • Anna Gottard,
    • Elena Stanghellini
    • … show all 3 hide
    Look Inside Get Access

14. 

    Book Chapter

    Pages 161-173

    Classification of Multivariate Linear-Circular Data with Nonignorable Missing Values

    • Francesco Lagona,
    • Marco Picone
    • … show all 2 hide
    Look Inside Get Access

15. 

    Book Chapter

    Pages 175-186

    Multidimensional Connected Set Detection in Clustering Based on Nonparametric Density Estimation

    • Giovanna Menardi
    • … show all 1 hide
    Look Inside Get Access

16. 

    Book Chapter

    Pages 187-201

    Using Integrated Nested Laplace Approximations for Modelling Spatial Healthcare Utilization

    • Monica Musio,
    • Erik-A. Sauleau
    • … show all 3 hide
    Look Inside Get Access

17. 

    Book Chapter

    Pages 203-213

    Supply Function Prediction in Electricity Auctions

    • Matteo Pelagatti
    • … show all 1 hide
    Look Inside Get Access

18. 

    Book Chapter

    Pages 215-227

    A Hierarchical Bayesian Model for RNA-Seq Data

    • Davide Risso,
    • Gabriele Sales
    • … show all 4 hide
    Look Inside Get Access