Complex models and computational methods in statistics / Matteo Grigoletto, Francesco Lisi, Sonia Petrone, editors.

A New Unsupervised Classification Technique Through Nonlinear Non Parametric Mixed-Effects Models / Laura Azzimonti, Francesca Ieva -- Estimation Approaches for the Apparent Diffusion Coefficient in Rice-Distributed MR Signals / Stefano Baraldo, Francesca Ieva -- Longitudinal Patterns of Financial Product Ownership: A Latent Growth Mixture Approach / Francesca Bassi, Jos�e G. Dias -- Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models / Luc Bauwens, Giuseppe Storti -- A GPU Software Library for Likelihood-Based Inference of Environmental Models with Large Datasets / Michela Cameletti, Francesco Finazzi -- Theoretical Regression Trees: A Tool for Multiple Structural-Change Models Analysis / Carmela Cappelli, Francesca Di Iorio -- Some Contributions to the Theory of Conditional Gibbs Partitions / Annalisa Cerquetti -- Estimation of Traffic Matrices for LRD Traffic / Pier Luigi Conti, Livia De Giovanni -- A Newton's Method for Benchmarking Time Series / Tommaso Di Fonzo, Marco Marini -- Spatial Smoothing for Data Distributed over Non-planar Domains / Bree Ettinger, Tiziano Passerini -- Volatility Swings in the US Financial Markets / Giampiero M. Gallo, Edoardo Otranto -- Semicontinuous Regression Models with Skew Distributions / Anna Gottard, Elena Stanghellini -- Classification of Multivariate Linear-Circular Data with Nonignorable Missing Values / Francesco Lagona, Marco Picone -- Multidimensional Connected Set Detection in Clustering Based on Nonparametric Density Estimation / Giovanna Menardi -- Using Integrated Nested Laplace Approximations for Modelling Spatial Healthcare Utilization / Monica Musio, Erik-A. Sauleau -- Supply Function Prediction in Electricity Auctions / Matteo Pelagatti -- A Hierarchical Bayesian Model for RNA-Seq Data / Davide Risso, Gabriele Sales.