Statistical learning, sustainability and impact evaluation SIS 2023, Ancona, Italy, June 21-23 Francesco Maria Chelli, Corrado Crocetta, Salvatore Ingrassia, Maria Cristina Recchioni, editors

Format:

Book

Conference/Event

Contributor:

Chelli, Francesco Maria, editor.

Crocetta, Corrado, editor.

Ingrassia, Salvatore, editor.

Recchioni, Maria Cristina, editor.

Conference Name:

Conference on Iranian Studies (2023 : Ancona, Italy)

Series:

Springer proceedings in mathematics & statistics ; v. 523.

Springer proceedings in mathematics & statistics 2194-1017 volume 523

Language:

English

Subjects (All):

Statistics--Data processing.

Decision making--Data processing.

Genre:

Conference papers and proceedings

Physical Description:

1 online resource

Place of Publication:

Cham, Switzerland Springer [2026]

Summary:

"This book contains a selection of the contributions presented at the conference of the Italian Statistical Society - SIS 2023 held in Ancona, 21-23 June 2023 with specific focus on “Statistical Learning, Sustainability and Impact Evaluation”. Papers concern new challenges of digitalization, innovation and sustainability that are showing the crucial role of data-driven approaches in supporting decision-making processes. Methodologies resulting from the integration of different know-how provide reliable way to deal with the increasing need to measure the impact of the policies and to forecast scenarios. A non-exhaustive list of the topics include papers on: Data Analysis and Classification, Education and students’ assessment, Environmental and Sustainability assessment, Population and health dynamics, Machine and Statistical Learning, Spatial and Spatio-Temporal Modeling, Social and Statistical indicators. This volume is addressed to researchers as well as to Ph.D. and MSc students interested in new trends and recent developments in the areas of Statistical Learning, Sustainability and Impact Evaluation"-- Springer Nature Link

Contents:

The Italian experience on register-based statistics considering measurement, coverage and sampling errors / Marco Di Zio, Romina Filippini, and Simona Toti

Generalized separation scores for ranking partially ordered data / Marco Fattore, Lucio De Capitani, and Alessandro Avellone

Bayesian nonparametric mixing distribution estimation in the Gaussian-smoothed 1-Wasserstein distance / Catia Scricciolo

On the probability of success of a reliability experiment / Fulvio De Santis, Stefania Gubbiotti, and Francesco Mariani

CovBootTree : proper Bayesian bootstrap ensembled trees with Cholesky multivariate distribution / Farah Naz, Elena Ballante, and Silvia Figini

Probabilistic principal components and the BLUP jointly in a new predictor : an application to well-being Italian data / Laura Marcis, Maria Chiara Pagliarella, and Renato Salvatore

An importance sampling algorithm for Bayesian logistic regression with scale mixture of Gaussian priors / Paolo Onorati and Brunero Liseo

Patterns of flexible employment careers : does measurement error matter? / Dimitris Pavlopoulos, Mauricio Garnier-Villarreal, and Roberta Varriale

Italians and sustainability : a consciousness to be strengthened / Raffaele Angelone, Paolo Mariani, and Andrea Marletta

Integrating state-sequence analysis to uncover dynamic drug-utilization patterns to profile heart failure patients / Nicole Fontana, Laura Savaré, and Francesca Ieva

Connected threads : Africa, HIV and intimate partner violence using the INLA-SPDE approach / Micaela Arcaio and Anna Maria Parroco

ESG score and volatility in the European stock market / Michele Costa

Using matrix-variate hidden Markov regressions for analyzing crime data / Salvatore D. Tomarchio, Antonio Punzo, and Antonello Maruotti

Assessing academic career progression : a Cox proportional hazard model for stagnant levels / Maura Mezzetti and Ilia Negri

Unveiling the dynamic of traffic-crowding relation through mobile phone big data analysis / Selene Perazzini, Rodolfo Metulini, and Maurizio Carpita

Analysing the relationship between traffic flows, road infrastructure, and car crashes data : an approach based on spatiotemporal point patterns on linear networks / Andrea Gilardi

Evaluating economic and ecological efficiency of Italian waste management systems using parametric and non-parametric methods / Massimo Gastaldi, Ginevra Virginia Lombardi, Agnese Rapposelli, and Giulia Romano

Notes:

Includes bibliographical references

Online resource; title from PDF title page (Springer Nature Link, viewed April 30, 2026)

Other Format:

Print version SIS (Conference) (2023 : Ancona, Italy) Statistical learning, sustainability and impact evaluation

ISBN:

9783032106308

3032106303

OCLC:

1587117140

Access Restriction:

Restricted for use by site license