| Description |
VII, 164 pages : illustrations ; 25 cm |
| Series |
Contributions to statistics |
|
Contributions to statistics.
|
| Contents |
Space-time texture analysis in thermal infrared imaging for classification of Raynaud's phenomenon / Graziano Aretusi, Lara Fontanella, Luigi Ippoliti and Arcangelo Merla -- Mixed-effects modelling of Kevlar fibre failure times through Bayesian non-parametrics / Raffaele Argiento, Alessandra Guglielmi and Antonio Pievatolo -- Space filling and locally optimal designs for Gaussian Universal Kriging Exploitation, integration and statistical analysis of the Public Health Database and STEMI Archive in the Lombardia region / Pietro Barbieri, Niccolò Grieco, Francesca Ieva, Anna Maria Paganoni and Piercesare Secchi -- Bootstrap algorithms for variance estimation in [pi]PS sampling / Alessandro Barbiero and Fulvia Mecatti -- Fast Bayesian functional data analysis of basal body temperature / James M. Ciera -- A parametric Markov chain to model age- and state-dependent wear processes / Massimiliano Giorgio, Maurizio Guida and Gianpaolo Pulcini -- Case studies in Bayesian computation using INLA / Sara Martino and Håvard Rue -- M. Sofia Massa, Monica Chiogna and Chiara Romualdi -- Predictive densities and prediction limits based on predictive likelihoods / Paulo Vidoni -- Computer-intensive conditional inference / G. Alastair Young and Thomas J. DiCiccio -- Monte Carlo simulation methods for reliability estimation and failure prognostics / Enrico Zio |
| Summary |
The last years have seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA microarrays, real time financial data, system control datasets. The analysis of this data poses new challenging problems and requires the development of novel statistical models and computational methods, fueling many fascinating and fast growing research areas of modern statistics. The book offers a wide variety of statistical methods and is addressed to statisticians working at the forefront of statistical analysis. -- |
| Notes |
Selected conference papers |
| Bibliography |
Includes bibliographical references |
| Subject |
Mathematical statistics -- Data processing -- Congresses.
|
|
Mathematical statistics -- Data processing.
|
| Genre/Form |
Conference papers and proceedings.
|
| Author |
Mantovan, Pietro.
|
|
Secchi, Piercesare.
|
| LC no. |
2010928480 |
| ISBN |
9788847013858 paperback |
|
8847013852 paperback |
|
