Borrow it
Coverart for item
The Resource Complex models and computational methods in statistics, Matteo Grigoletto, Francesco Lisi, Sonia Petrone, editors

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

Contributor
Summary
The use of computational methods in statistics to face complex problems and highly dimensional data, as well as the widespread availability of computer technology, is no news. The range of applications, instead, is unprecedented. As often occurs, new and complex data types require new strategies, demanding for the development of novel statistical methods and suggesting stimulating mathematical problems. This book is addressed to researchers working at the forefront of the statistical analysis of complex systems and using computationally intensive statistical methods
Language
eng
Work
Publication
Extent
1 online resource.
Contents
  • 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
  • A New Unsupervised Classification Technique Through Nonlinear Non Parametric Mixed-Effects Models
  • 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
  • Laura Azzimonti, Francesca Ieva
  • 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
  • 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, José G. Dias
  • Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models
  • Luc Bauwens, Giuseppe Storti
Isbn
9788847028715
Instance
Label
Complex models and computational methods in statistics
Title
Complex models and computational methods in statistics
Statement of responsibility
Matteo Grigoletto, Francesco Lisi, Sonia Petrone, editors
Contributor
Subject
Language
eng
Summary
The use of computational methods in statistics to face complex problems and highly dimensional data, as well as the widespread availability of computer technology, is no news. The range of applications, instead, is unprecedented. As often occurs, new and complex data types require new strategies, demanding for the development of novel statistical methods and suggesting stimulating mathematical problems. This book is addressed to researchers working at the forefront of the statistical analysis of complex systems and using computationally intensive statistical methods
Member of
Cataloging source
GW5XE
Dewey number
519.5
Index
no index present
LC call number
QA276
LC item number
.C66 2013
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Grigoletto, Matteo
  • Lisi, Francesco
  • Petrone, Sonia
Series statement
Contributions to statistics,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Mathematical statistics
  • MATHEMATICS
  • MATHEMATICS
  • Mathematical statistics
  • Mathematical statistics
Label
Complex models and computational methods in statistics, Matteo Grigoletto, Francesco Lisi, Sonia Petrone, editors
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • A New Unsupervised Classification Technique Through Nonlinear Non Parametric Mixed-Effects Models
  • 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
  • Laura Azzimonti, Francesca Ieva
  • 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
  • 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, José G. Dias
  • Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models
  • Luc Bauwens, Giuseppe Storti
Control code
826707185
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9788847028715
Lccn
2012956315
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-88-470-2871-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)826707185
Label
Complex models and computational methods in statistics, Matteo Grigoletto, Francesco Lisi, Sonia Petrone, editors
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • A New Unsupervised Classification Technique Through Nonlinear Non Parametric Mixed-Effects Models
  • 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
  • Laura Azzimonti, Francesca Ieva
  • 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
  • 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, José G. Dias
  • Computationally Efficient Inference Procedures for Vast Dimensional Realized Covariance Models
  • Luc Bauwens, Giuseppe Storti
Control code
826707185
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9788847028715
Lccn
2012956315
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-88-470-2871-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)826707185

Subject

Member of

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012

Library Links

Structured data from the Bibframe namespace is licensed under the Creative Commons Attribution 4.0 International License by University of Missouri Libraries. Additional terms may apply to data associated with third party namespaces.
Processing Feedback ...