Fabrizio Ruggeri

Research Director


Ongoing Projects

Scuola ABS

Sistemi stocastici


Publications

2023, Journal article
Outlier vehicle trajectory detection using deep autoencoders in Santiago, Chile
B. Peralta, R. Soria, O. Nicolis, F. Ruggeri, L. Caro, and A. Bronfman
In the last decade, a large amount of data from vehicle location sensors has been generated due to the massification of GPS systems to track them. This is because these sensors usually include multipl...

CNR@People | DOI: 10.3390/s23031440
2022, Journal article
Bayesian robustness in change point analysis
J.A. Ferreira, R.H. Loschi, and F. Ruggeri
This paper focuses on robustness analysis of non-exchangeable product partition models (PPM), which are widely used to detect multiple change points. Bayesian robustness is usually concerned with the ...

CNR@People | DOI: 10.1007/s42519-022-00294-4
2022, Journal article
Bias correction in clustered underreported data
G.L. de Oliveira, R. Argiento, R.H. Loschi, R.M. Assunçao, F. Ruggeri, and M. D'Elia Branco
Data quality from poor and socially deprived regions have given rise to many statistical challenges. One of them is the underreporting of vital events leading to biased estimates for the associated ri...

CNR@People | DOI: 10.1214/20-BA1244
2022, Journal article
Dynamic linear models for policy monitoring. The case of maternal and neonatal mortality in Ghana
A. Adebanji, D. Rios Insua, and F. Ruggeri
Monitoring is a major step in policy analysis used to assess whether a policy is actually working as desired. We provide a general policy monitoring approach based on Bayesian forecasting models. Thes...

CNR@People | DOI: 10.1016/j.seps.2022.101348
2022, Journal article
Model validation of a single degree-of-freedom oscillator: A case study
E. Boone, J. Hannig, R. Ghanam, S. Ghosh, F. Ruggeri, and S. Prudhomme
In this paper, we investigate a validation process in order to assess the predictive capabilities of a single degree-of-freedom oscillator. Model validation is understood here as the process of determ...

CNR@People | DOI: 10.3390/stats5040071
2022, Journal article
Multicriteria decision frontiers for prescription anomaly detection over time
B. Zafari, T. Ekin, and F. Ruggeri
Health care prescription fraud and abuse result in major financial losses and adverse health effects. The growing budget deficits of health insurance programs and recent opioid drug abuse crisis in th...

CNR@People | DOI: 10.1080/02664763.2021.1959528
2022, Journal article
Underdetection in a stochastic SIR model for the analysis of the COVID-19 Italian epidemic
A. Bodini, S. Pasquali, A. Pievatolo, and F. Ruggeri
We propose a way to model the underdetection of infected and removed individuals in a compartmental model for estimating the COVID-19 epidemic. The proposed approach is demonstrated on a stochastic SI...

CNR@People | DOI: 10.1007/s00477-021-02081-2
2022, Journal article
Validation of a computer code for the energy consumption of a building, with application to optimal electric bill pricing
M. Keller, G. Damblin, A. Pasanisi, M. Schumann, P. Barbillon, F. Ruggeri, and E. Parent
In this paper, we present a case study aimed at determining a billing plan that ensures customer loyalty and provides a profit for the energy company, whose point of view is taken in the paper. The en...

CNR@People | DOI: 10.3390/econometrics10040034
2021, Journal article
2021 International Statistical Institute Mahalanobis Award: A Tribute to Heleno Bolfarine
F. Ruggeri, H. Bolfarine, J.L. Bazán, R.B. Arellano-Valle, V.H. Lachos Davila, and M. de Castro
The Government of India sponsors the Mahalanobis International Award, which, managed by the International Statistical Institute, is presented every other year at the International Statistical Institut...

CNR@People | DOI: 10.1111/insr.12472
2021, Journal article
A bivariate two-state Markov modulated Poisson process for failure modeling
G.Y. Yera, R.E. Lillo, B.F. Nielsen, P. Ramirez-Cobo, and F. Ruggeri
Motivated by a real failure dataset in a two-dimensional context, this paper presents an extension of the Markov modulated Poisson process (MMPP) to two dimensions. The one-dimensional MMPP has been p...

CNR@People | DOI: 10.1016/j.ress.2020.107318
2021, Journal article
An adversarial risk analysis framework for batch acceptance problems
J. Gonzalez-Ortega, R. Soyer, D.R. Insua, and F. Ruggeri
We provide an adversarial risk analysis framework for batch acceptance problems in which a decision maker relies exclusively on the size of the batch to accept or reject its admission to a system, alb...

CNR@People | DOI: 10.1287/deca.2020.0420
2021, Journal article
An asymmetric area model-based approach for small area estimation applied to survey data
M. Rodríguez, V. Leiva, M. Huerta, C. Lillo, A. Tapia, and F. Ruggeri
The Birnbaum-Saunders distribution is asymmetrical and has received considerable attention due to its properties and its relationship with the normal distribution. In this paper, we propose a methodol...

CNR@People | Link
2021, Article review
Comment on "A Gibbs Sampler for a Class of Random Convex Polytopes" by P.E. Jacob, R. Gong, P.T. Edlefsen and A.P. Dempster
F. Ruggeri
N/A

CNR@People | DOI: 10.1080/01621459.2021.1946404
2021, Journal article
Curve registration of functional data for approximate Bayesian computation
A. Ebert, K. Mengersen, F. Ruggeri, and P. Wu
Approximate Bayesian computation is a likelihood-free inference method which relies on comparing model realisations to observed data with informative distance measures. We obtain functional data that ...

CNR@People | DOI: 10.3390/stats4030045
2021, Journal article
Decisions in risk and reliability: An explanatory perspective
A. Pievatolo, F. Ruggeri, R. Soyer, and S. Wilson
The paper discusses issues that surround decisions in risk and reliability, with a major emphasis on quantitative methods. We start with a brief history of quantitative methods in risk and reliability...

CNR@People | DOI: 10.3390/stats4020017
2021, Journal article
Hypothesis testing in presence of adversaries
J. González-Ortega, D. Ríos Insua, F. Ruggeri, and R. Soyer
We present an extension to the classical problem of hypothesis testing by incorporating actions of an adversary who intends to mislead the decision-maker and attain a certain benefit. After presenting...

CNR@People | DOI: 10.1080/00031305.2019.1630001
2021, Journal article
Likelihood-free parameter estimation for dynamic queueing networks: Case study of passenger flow in an international airport terminal
A. Ebert, R. Dutta, K. Mengersen, A. Mira, F. Ruggeri, and P. Wu
Dynamic queueing networks (DQN) model queueing systems where demand varies strongly with time, such as airport terminals. With rapidly rising global air passenger traffic placing increasing pressure o...

CNR@People | DOI: 10.1111/rssc.12487
2021, Journal article
On a new class of multivariate prior distributions: Theory and application in reliability
F. Ruggeri, M. Sanchez-Sanchez, M.A. Sordo, and A. Suarez-Llorens
In the context of robust Bayesian analysis for multiparameter distributions, we introduce a new class of priors based on stochastic orders, multivariate total positivity of order 2 (MTP2) and weighted...

CNR@People | DOI: 10.1214/19-BA1191
2021, Journal article
Predicting PM2.5 and PM10 levels during critical episodes management in Santiago, Chile, with a bivariate Birnbaum-Saunders log-linear model
R. Puentes, C. Marchant, V. Leiva, J.I. Figueroa-Zuniga, and F. Ruggeri
Improving air quality is an important environmental challenge of our time. Chile currently has one of the most stable and emerging economies in Latin America, where human impact on natural resources a...

CNR@People | DOI: 10.3390/math9060645
2020, Article review
Advances in Bayesian decision making in reliability
D.R.Insua, F. Ruggeri, R. Soyer, and S. Wilson
N/A

CNR@People | DOI: 10.1016/j.ejor.2019.03.018
2020, Journal article
Combining opinions for use in Bayesian networks: A measurement error approach
A.C. Farr, K. Mengersen, F. Ruggeri, D. Simpson, P. Wu, and P. Yarlagadda
Bayesian networks (BNs) are graphical probabilistic models used for reasoning under uncertainty. These models are becoming increasingly popular in a range of fields including engineering, ecology, com...

CNR@People | DOI: 10.1111/insr.12350
2019, Journal article
Adversarial classification: An adversarial risk analysis approach
R.Naveiro, A. Redondo, D. Rios Insua, and F. Ruggeri
Classification techniques are widely used in security settings in which data can be deliberately manipulated by an adversary trying to evade detection and achieve some benefit. However, traditional cl...

CNR@People | DOI: 10.1016/j.ijar.2019.07.003
2019, Editorial in journal
Editorial note
F. Ruggeri
N/A

CNR@People | DOI: 10.1002/asmb.2481
2019, Journal article
Predicting hourly ozone concentrations using wavelets and ARIMA models
L. Salazar, O. Nicolis, F. Ruggeri, J. Kisel'ák, and M. Stehlík
In recent years, air pollution has been a major concern for its implications on human health. Specifically, ozone ((Formula presented.)) pollution is causing common respiratory diseases. In this paper...

CNR@People | DOI: 10.1007/s00521-018-3345-0
2019, Journal article
Recent developments of control charts, identification of big data sources and future trends of current research
R.G. Aykroyd, V. Leiva, and F. Ruggeri
Control charts are one of the principal tools to monitor dynamic processes with the aim of rapid identification of changes in the behaviour of these processes. Such changes are usually associated with...

CNR@People | DOI: 10.1016/j.techfore.2019.01.005
2018, Journal article
A new estimator for the covariance of the PLS coefficients estimator with applications to chemical data
J.L. Martinez, V. Leiva, H. Saulo, F. Ruggeri, and G.C. Arteaga
Partial least squares (PLS) regression is a multivariate technique developed to solve the problem of multicollinearity and high dimensionality in explanatory variables. Several efforts have been made ...

CNR@People | DOI: 10.1002/cem.3069
2018, Journal article
Adversarial issues in reliability
D. Ríos Insua, F. Ruggeri, R. Soyer, and D.G. Rasines
Many reliability problems involve two or more agents with conflicting interests whose decisions affect the performance of the system at hand. Examples of such problems relevant in management practice ...

CNR@People | DOI: 10.1016/j.ejor.2017.10.035
2018, Journal article
Kriging with external drift in a Birnbaum-Saunders geostatistical model
F. Garcia-Papani, V. Leiva, F. Ruggeri, and M.A. Uribe-Opazo
Spatial models to describe dependent georeferenced data are applied in different fields and, particularly, are used to analyze earth and environmental data. Most of these applications are carried out ...

CNR@People | DOI: 10.1007/s00477-018-1546-9
2018, Journal article
Prior and posterior linear pooling for combining expert opinions: uses and impact on Bayesian networks-The case of the wayfinding model
C. Farr, F. Ruggeri, and K. Mengersen
The use of expert knowledge to quantify a Bayesian Network (BN) is necessary when data is not available. This however raises questions regarding how opinions from multiple experts can be used in a BN....

CNR@People | DOI: 10.3390/e20030209
2018, Journal article
Prior robustness for Bayesian implementation of the fault tree analysis
C. Joshi, F. Ruggeri, and S.P. Wilson
We propose a prior robustness approach for the Bayesian implementation of the fault tree analysis (FTA). FTA is often used to evaluate risk in large, safety critical systems but has limitations due to...

CNR@People | DOI: 10.1109/TR.2017.2778241
2018, Journal article
Statistical medical fraud assessment: Exposition to an emerging field
T. Ekin, F. Ieva, F. Ruggeri, and R. Soyer
Health care expenditures constitute a significant portion of governmental budgets. The percentage of fraud, waste and abuse within that spending has increased over years. This paper introduces the eme...

CNR@People | DOI: 10.1111/insr.12269
2017, Journal article
A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions
F. Ruggeri, Z. Sawlan, M. Scavino, and R. Tempone
In this work we develop a Bayesian setting to infer unknown parameters in initial-boundary value problems related to linear parabolic partial differential equations. We realistically assume that the b...

CNR@People | DOI: 10.1214/16-BA1007
2017, Journal article
A methodology based on the Birnbaum-Saunders distribution for reliability analysis applied to nano-materials
V. Leiva, F. Ruggeri, H. Saulo, and J.F. Vivanco
The Birnbaum-Saunders distribution has been widely studied and applied to reliability studies. This paper proposes a novel use of this distribution to analyze the effect on hardness, a material mechan...

CNR@People | DOI: 10.1016/j.ress.2016.08.024
2017, Journal article
A stochastic model for MRSA transmission within a hospital ward incorporating environmental contamination
X.J. Lee, G.R. Fulford, A.N. Pettitt, and F. Ruggeri
Methicillin-resistant Staphylococcus aureus (MRSA) transmission in hospital wards is associated with adverse outcomes for patients and increased costs for hospitals. The transmission process is inhere...

CNR@People | DOI: 10.1017/S0950268816002880
2017, Journal article
Bayesian nonparametric clustering and association studies for candidate SNP observations
C. Wang, F. Ruggeri, C.K. Hsiao, and R. Argiento
Clustering is often considered as the first step in the analysis when dealing with an enormous amount of Single Nucleotide Polymorphism (SNP) genotype data. The lack of biological information could af...

CNR@People | DOI: 10.1016/j.ijar.2016.07.014
2017, Journal article
Concentration function for the skew-normal and skew-t distributions, with application in robust Bayesian analysis
L. de Godoi, M. Branco, and F. Ruggeri
Data from many applied fields exhibit both heavy tail andskewness behavior. For this reason, in the last few decades, there hasbeen a growing interest in exploring parametric classes of skew-symmetric...

CNR@People | DOI: 10.1214/16-BJPS318
2017, Journal article
Improved coral population estimation reveals trends at multiple scales on Australia's Great Barrier Reef
J. Vercelloni, K. Mengersen, F. Ruggeri, and M.J. Caley
The global erosion of biodiversity presents unique challenges for identifying major changes in population dynamics, establishing their causes, and managing and conserving affected ecosystems at broad ...

CNR@People | DOI: 10.1007/s10021-017-0115-2
2017, Journal article
Modeling wear in cylinder liners
S. Hermann and F. Ruggeri
We present and discuss a stochastic model describing the wear process of cylinder liners in a marine diesel engine. The model is based on a stochastic differential equation, and Bayesian inference is ...

CNR@People | DOI: 10.1002/qre.2061
2017, Journal article
Modelling age replacement policy under multiple time scales and stochastic usage profiles
N. Diaz, R. Pascual, F. Ruggeri, and E. López Droguett
This paper offers an original methodology to set multi-dimensional maintenance policies for machines whose aging processes require using multiple time scales. It can be considered a generalization of ...

CNR@People | DOI: 10.1016/j.ijpe.2017.03.009
2017, Journal article
On the use of the concentration function in medical fraud assessment
T. Ekin, F. Ieva, F. Ruggeri, and R. Soyer
We propose a simple, but effective, tool to detect possible anomalies in the services prescribed by a health care provider (HP) compared to his/her colleagues in the same field and environment. Our me...

CNR@People | DOI: 10.1080/00031305.2017.1292955
2016, Journal article
A Bayesian approach to improving estimate to complete
F. Caron, F. Ruggeri, and B. Pierini
The capability to develop a reliable 'Estimate at Completion' from the earliest stage of project execution is essential in order to develop a proactive project management. In order to accomplish this ...

CNR@People | DOI: 10.1016/j.ijproman.2016.09.007
2016, Journal article
A generalized signature of repairable coherent systems
M. Chahkandi, F. Ruggeri, and A. Suarez-Llorens
We present a generalized signature in repairable coherent systems resembling Samaniego's notion for statistically independent and identically distributed lifetimes. The repairable systems are made of ...

CNR@People | DOI: 10.1109/TR.2015.2446466
2016, Article review
Bayesian Statistics: An Introduction
F. Ruggeri
N/A

CNR@People | DOI: 10.1177/0962280213485508
2016, Journal article
Le reti bayesiane come strumento per l'analisi di problemi complessi: il caso del bilancio partecipato in una scuola secondaria superiore
A. Ippolito and F. Ruggeri
L'articolo riporta l'esperienza di costruzione di una rete bayesiana per l'utilizzo di ipotetici fondi per il benessere in una scuola, svolta nell'ambito di un progetto di Alternanza Scuola/Lavoro

CNR@People | Link
2016, Journal article
New classes of priors based on stochastic orders and distortion functions
J.P. Arias-Nicolas, F. Ruggeri, and A. Suarez-Llorens
In the context of robust Bayesian analysis, we introduce a new class of prior distributions based on stochastic orders and distortion functions. We provide the new definition, its interpretation and t...

CNR@People | DOI: 10.1214/15-BA984
2016, Journal article
Prevalence of neuropathic pain in cancer patients: pooled estimates from a systematic review of published literature and results from a survey conducted in 50 italian palliative care centers
A. Roberto, S. Deandrea, M.T. Greco, O. Corli, E. Negri, M. Pizzuto, and F. Ruggeri
Context. Because of the increasing body of literature on neuropathic cancer pain (NCP), an accurate estimate of its prevalence requires recurring updates.

CNR@People | DOI: 10.1016/j.jpainsymman.2015.12.336
2015, Journal article
A criterion for environmental assessment using Birnbaum-Saunders attribute control charts
V. Leiva, C. Marchant, F. Ruggeri, and H. Saulo
Assessing environmental risk is useful for preventing adverse effects on human health in highly polluted cities. We design a criterion for environmental monitoring based on an attribute control chart ...

CNR@People | DOI: 10.1002/env.2349
2015, Journal article
A robust Bayesian approach to an optimal replacement policy for gas pipelines
J.P. Arias-Nicolás, J. Martín, F. Ruggeri, and A. Suárez-Llorens
In the paper, we address Bayesian sensitivity issues when integrating experts' judgments with available historical data in a case study about strategies for the preventive maintenance of low-pressure ...

CNR@People | DOI: 10.3390/e17063656
2015, Journal article
Imprecise Dirichlet process with application to the hypothesis test on the probability that X less than Y
A. Benavoli, F. Mangili, F. Ruggeri, and M. Zaffalon
The Dirichlet process (DP) is one of the most popular Bayesian nonparametric models. An open problem with the DP is how to choose its infinite-dimensional parameter (base measure) in case of lack of p...

CNR@People | DOI: 10.1080/15598608.2014.985997
2014, Journal article
A Rao-Blackwellized particle filter for joint parameter estimation and biomass tracking in a stochastic predator-prey system
L. Martin-Fernandez, G. Gilioli, E. Lanzarone, J. Miguez, S. Pasquali, F. Ruggeri, and D.P. Ruiz
Functional response estimation and population tracking in predator-prey systems are critical problems in ecology. In this paper we consider a stochastic predator-prey system with a Lotka-Volterra func...

CNR@People | DOI: 10.3934/mbe.2014.11.573
2014, Journal article
Bayesian estimation of thermal conductivity and temperature profile in a homogeneous mass
E. Lanzarone, S. Pasquali, V. Mussi, and F. Ruggeri
International standards propose several methods for measuring thermal conductivity; however, they often require expensive experimental layouts and marginally consider the uncertainty in the estimation...

CNR@People | DOI: 10.1080/10407790.2014.922848
2014, Journal article
Fully probabilistic knowledge expression and incorporation
M. Karny, T.V. Guy, J. Kracik, P. Nedoma, A. Bodini, and F. Ruggeri
An exploitation of prior knowledge in parameter estimation becomes vital whenever measured data is not informative enough. Elicitation of quantified prior knowledge is a well-elaborated art in societa...

CNR@People | DOI: 10.4310/SII.2014.v7.n4.a7
2014, Journal article
Integrating clinicians' opinion in the Bayesian meta-analysis of observational studies: The case of risk factors for falls in community-dwelling older people
S. Deandrea, E. Negri, and F. Ruggeri
Background: despite the widespread application of Bayesian methods in meta-analysis, the incorporation of clinical informative priors based upon expert opinion is rare. Methods: a questionnaire to eli...

CNR@People | DOI: 10.2427/8909
2014, Journal article
Multiscale Modeling of Wear Degradation in Cylinder Liners
A. Moraes, F. Ruggeri, R. Tempone, and P. Vilanova
Every mechanical system is naturally subjected to some kind of wear process that, at some point, will cause failure in the system if no monitoring or treatment process is applied. Since failures often...

CNR@People | DOI: 10.1137/130927024
2014, Journal article
On some optimal Bayesian nonparametric rules for estimating distribution functions
F. Ruggeri
In this paper, we present a novel approach to estimating distribution functions, which combines ideas from Bayesian nonparametric inference, decision theory and robustness. Given a sample from a Diric...

CNR@People | DOI: 10.1080/07474938.2013.807183
2014, Journal article
Semiparametric Bayesian models for clustering and classification in the presence of unbalanced in-hospital survival
A. Guglielmi, F. Ieva, A. M. Paganoni, F. Ruggeri, and J. Soriano
Bayesian semiparametric logit models are fitted to grouped data related to in-hospital survival outcome of patients hospitalized with an ST-segment elevation myocardial infarction diagnosis. Dependent...

CNR@People | DOI: 10.1111/rssc.12021
2013, Journal article
A Bayesian Approach to Improve Estimate at Completion in Earned Value Management
F. Caron, F. Ruggeri, and A. Merli
Forecasting represents a core project management process. Estimates at completion in terms of cost and schedule provide essential data and advice to the project team in order to lead and control the p...

CNR@People | DOI: 10.1002/pmj.21303
2013, Journal article
Application of Bayesian methods in detection of healthcare fraud
T. Ekin, F. Ieva, F. Ruggeri, and R. Soyer
The term fraud refers to an intentional deception or misrepresentation made by a person or an entity, with the knowledge that the deception could result in some kinds of unauthorized benefits to that ...

CNR@People | DOI: 10.3303/CET1333026
2013, Journal article
Bayesian Integration of Internal and External Views in Forecasting Project Performance
F. Caron, F. Ruggeri, and C. Borgarucci
This paper focuses on the project control process and aims at improving the accuracy of the Estimate at Completion at Time Now, both in terms of cost and time. This objective requires the use of all t...

CNR@People | Link
2013, Journal article
Importance of Different Types of Prior Knowledge in Selecting Genome-Wide Findings for Follow-Up
C. Minelli, A. De Grandi, C. X. Weichenberger, M. Goegele, M. Modenese, J. Attia, J. H. Barrett, M. Boehnke, G. Borsani, G. Casari, C. S. Fox, T. Freina, A. A. Hicks, F. Marroni, G. Parmigiani, A. Pastore, C. Pattaro, A. Pfeufer, F. Ruggeri, C. Schwienbacher, D. Taliun, P. P. Pramstaller, F. S. Domingues, and J. R. Thompson
Biological plausibility and other prior information could help select genome-wide association (GWA) findings for further follow-up, but there is no consensus on which types of knowledge should be cons...

CNR@People | DOI: 10.1002/gepi.21705
2013, Journal article
Inertance estimation in a lumped-parameter hydraulic simulator of human circulation
E. Lanzarone, and F. Ruggeri
Pulsatile mock loop systems are largely used to investigate the cardiovascular system in vitro. They consist of a pump, which replicates the heart, coupled with a lumped-parameter hydraulic afterload,...

CNR@People | DOI: 10.1115/1.4024138
2013, Journal article
On a Birnbaum-Saunders distribution arising from a non-homogeneous Poisson process
R. Fierro, V. Leiva, F. Ruggeri, and A. Sanhueza
The Birnbaum Saunders distribution is based on the asymptotic normality of a sum of random variables. We propose a new version of this distribution assuming that the number of terms of such a sum depe...

CNR@People | DOI: 10.1016/j.spl.2012.12.018
2013, Journal article
SNP Prioritization Using a Bayesian Probability of Association
J. R. Thompson, M. Goegele, C. X. Weichenberger, M. Modenese, J. Attia, J. H. Barrett, M. Boehnke, A. De Grandi, F. S. Domingues, A. A.Hicks, F. Marroni, C. Pattaro, F. Ruggeri, G. Borsani, G. Casari, G. Parmigiani, A. Pastore, A. Pfeufer, C. Schwienbacher, D. Taliun, C. S. Fox, P. P. Pramstaller, and C. Minelli
Prioritization is the process whereby a set of possible candidate genes or SNPs is ranked so that the most promising can be taken forward into further studies. In a genome-wide association study, prio...

CNR@People | DOI: 10.1002/gepi.21704
2012, Journal article
A Bayesian hidden Markov model for imperfect debugging
A. Pievatolo, F. Ruggeri, and R. Soyer
n this paper we present a new model to describe software failures from a debugging process. Our model allows for the imperfect debugging scenario by considering potential introduction of new bugs to t...

CNR@People | DOI: 10.1016/j.ress.2012.03.003
2012, Journal article
A Bayesian random-effects model for survival probabilities after acute myocardial infarction
A. Guglielmi, F. Ieva, A. M. Paganoni, and F. Ruggeri
Studies of variations in health care utilization and outcome involve the analysis of multi-level clustered data, considering in particular the estimation of a cluster-specifc adjustedresponse, covaria...

CNR@People | Link
2012, Journal article
Nonlinear functional response parameter estimation in a stochastic predator-prey model
G. Gilioli, S. Pasquali, and F. Ruggeri
Parameter estimation for the functional response of predator-prey systems is a critical methodological problem in population ecology. In this paper we consider a stochastic predator-prey system with n...

CNR@People | DOI: 10.3934/mbe.2012.9.75
2011, Journal article
Bayesian first order autoregressive latent variable models for multiple binary sequences
F. Giardina, A. Guglielmi, F. A. Quintana, and F. Ruggeri
Longitudinal clinical trials often collect long sequences of binary data monitoring a disease process over time. Our application is a medical study conducted in the US by the Veterans Administration C...

CNR@People | DOI: 10.1177/1471082X1001100601
2011, Journal article
Statistical rehabilitation of improper correlation matrices
A. Frigessi, A. Løland, A. M. Pievatolo, and F. Ruggeri
The simplest way to describe the dependence for a set of financial assets is their correlation matrix. This correlation matrix can be improper when it is specified element-wise. We describe a new meth...

CNR@People | DOI: 10.1080/14697680903390118
2011, Journal article
Utility based maintenance analysis using a Random Sign censoring model
J. A. Christen, F. Ruggeri, and E. Villa
Industrial systems subject to failures are usually inspected when there are evident signs of an imminent failure. Maintenance is therefore performed at a random time, somehow dependent on the failure ...

CNR@People | DOI: 10.1016/j.ress.2010.11.001
2010, Journal article
Bayesian modeling of flash floods using generalized extreme value distribution with prior elicitation
D. Dey, E. Gajoni, and F. Ruggeri
Flash °oods present a recurring problem in many parts of the Southwest United States, andthe impact of such °oods is felt on a social as well as an economic scale. The extent andseverity of th...

CNR@People | Link
2010, Journal article
Modeling latent sources in call center arrival data
J. Landon, F. Ruggeri, R. Soyer, and M. Tarimcilar
N/A

CNR@People | DOI: 10.1016/j.ejor.2009.10.022
2010, Journal article
Nonparametric Bayesian robustness
F. Ruggeri
A new, nonparametric, approach to Bayesian robustness is presented. Whereas manystudies in Bayesian robustness have dealt with a parametric sampling distribution, consideringclasses of prior distribut...

CNR@People | Link
2009, Journal article
Controlling the usability of web services
Kenett R.S., Harel A., e Ruggeri F.
N/A

CNR@People
2009, Journal article
Cooperation via sharing of probabilistic elements
M. Kárnı; T.V. Guy; A. Bodini; F. Ruggeri
N/A

CNR@People
2009, Journal article
Optimal actions in problems with convex loss function
Arias P., Martin J., Ruggeri F., Suarez A.
N/A

CNR@People
2008, Journal article
A Bayesian Belief Network Approach for modelling Human and Organisational Factors Risk Analysis: A Case Study in Maritime Industry
Trucco P., Cagno E., Ruggeri F., Grande O.
N/A

CNR@People | DOI: 10.1016/j.ress.2007.03.035
2008, Journal article
Bayesian inference for functional response in a stochastic predator-prey system
G. Gilioli, S. Pasquali, and F. Ruggeri
We present a Bayesian method for functional response parameter estimation starting from time series of field data on predator-prey dynamics. Population dynamics is described by a system of stochastic ...

CNR@People
2008, Journal article
Larger Posterior Mode Wavelet Thresholding and Applications
Cutillo L., Jung Y.Y., Ruggeri F., Vidakovic B.
N/A

CNR@People | DOI: 10.1016/j.jspi.2007.12.015
2008, Journal article
Local Bayesian False Discovery Rate Wavelet Shrinkage: Theory and Applications
Lavrik I., Jung Y.Y., Ruggeri F., Vidakovic B.
N/A

CNR@People
2008, Journal article
On a partially specified Bayesian nonparametric model for earthquakes occurrences
Ruggeri F.
N/A

CNR@People | DOI: 10.1177/1471082X0700800105
2008, Journal article
On combining partial and incompatible information in e-negotiation and e-arbitration
J. Andrısek, A. Bodini, M. Kárnı, J. Kracík, F. Ruggeri
The complexity of the problems to be addressed in an e-democracyframework and the variety of involved stakeholders, with different backgrounds,views and access to information sources, lead us to consi...

CNR@People
2007, Journal article
e-Participation and Decision Analysis
French S., Rios Insua D., Ruggeri F.
N/A

CNR@People
2007, Journal article
Modeling external risks in project management
Palomo J. , Rios Insua D., Ruggeri F.
N/A

CNR@People | DOI: 10.1111/j.1539-6924.2007.00935.x
2006, Journal article
Break out and embrace change
Ruggeri, F.
N/A

CNR@People
2006, Journal article
Denoising ozone concentration measurements with BAMS filtering
Katul, G., Ruggeri, F. e Vidakovic, B.
N/A

CNR@People | DOI: 10.1016/j.jspi.2005.08.016
2006, Journal article
Discussion on the paper "Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes"
S. Pasquali and F. Ruggeri
N/A

CNR@People
2006, Journal article
Gas leaks and galacticos
Ruggeri, F.
N/A

CNR@People
2006, Journal article
How to exploit external model of data for parameter estimation?
M. Kárnı; J. Andrısek; A. Bodini; T.V. Guy; J. Kracík; F. Ruggeri
Any cooperation in multiple-participant decision making (DM) relies on an exchange of individualknowledge pieces and aims. A general methodology of their rational exploitation without calling for anob...

CNR@People
2006, Journal article
On Bayesian Forecasting of Procurement Delays: a Case Study, Applied Stochastic Models
Palomo, J., Ruggeri, F., Rios Insua, D., Cagno, E., Caron, F. e Mancini, M.
N/A

CNR@People
2006, Journal article
Statistics the "Wiki'' way?
Ruggeri, F.
N/A

CNR@People
2006, Journal article
The case for simplicity
Ruggeri, F.
N/A

CNR@People
2006, Journal article
Time to get close
Ruggeri, F.
N/A

CNR@People
2005, Journal article
Modello per la previsione dei tempi di approvvigionamento della componentistica
Cagno E., Caron F., Mancini M., Palomo J, Rios D., Ruggeri F.
N/A

CNR@People
2005, Journal article
On modeling change points in non-homogeneous Poisson processes
Ruggeri F., Sivaganesan S.
N/A

CNR@People
2004, Journal article
Bayesian Approach to the Analysis of Telecommunication Systems Performance
Conti P.L., Lijoi A., Ruggeri F.
N/A

CNR@People
2004, Journal article
Bayesian Reliability Analysis of Complex Repairable Systems
Pievatolo A., Ruggeri F.
N/A

CNR@People
2004, Journal article
Optimal alternative robustness in Bayesian decision theory
Ruggeri F., Martin J., Rios Insua D.
N/A

CNR@People
2003, Journal article
Joint Sensitivity in Bayesian Decision Theory
Martin J. 1, Rios Insua D. 2, Ruggeri F. 3
Research in Bayesian robustness has mainly concentrated on sensitivity to the prior, although it is well-known that joint changes in both the prior and the utility (and likelihood, as well) may be ver...

CNR@People
2003, Journal article
Randomised Polya tree models for nonparametric Bayesian inference
Lavine M. (1), Paddock S. (2), Ruggeri F. (3), West M. (1)
By comparison with modern parametric Bayesian statistics, practicable and robust methods for exploration and data analysis in nonparametric settings are underdeveloped. The rapid development of non-Ba...

CNR@People
1994, Journal article
An overview of robust Bayesian analysis
Berger, James O.; Moreno, Elías; Pericchi, Luís Raúl G; Bayarri, María Jesús; Bernardo, Jose M.; Cano, Juan Antonio; De La Horra, Julián; Martín, Jacinto; Ríos-Insúa, David; Betrò, Bruno; DasGupta, Anirban; Gustafson, Paul; Wasserman, Larry; Kadane, Joseph Born; Srinivasan, Cid; Lavine, Michael L.; O'Hagan, Anthony; Polasek, Wolfgang; Robert, Christian P.; Goutis, Constantinos; Ruggeri, Fabrizio; Salinetti, Gabriella; Sivaganesan, Siva
Robust Bayesian analysis is the study of the sensitivity of Bayesian answers to uncertain inputs. This paper seeks to provide an overview of the subject, one that is accessible to statisticians outsid...

CNR@People | DOI: 10.1007/BF02562676
1994, Journal article
Concentration functions and Bayesian robustness
S. Fortini and F. Ruggeri
The concentration function, extending the classical notion of Lorenz curve, is well suited for comparing probability measures. Such a feature can be useful in different issues in Bayesian robustness, ...

CNR@People | DOI: 10.1016/0378-3758(94)90121-X
1994, Journal article
Robust Bayesian analysis given priors on partition sets
C. Carota and F. Ruggeri
In a Bayesian analysis, suppose that probability measures may be specified over the subsets partitioning the parameter space ?, in such a way that they can be combined to form a unique prior measure, ...

CNR@People | DOI: 10.1007/BF02562694
1994, Journal article
Robust Bayesian analysis under generalized moments conditions
Betrò, Bruno; Ruggeri, Fabrizio; M?czarski, Marek
By applying the generalized moments theory we can construct the set of extreme points for a family of probability measures. Posterior functionals which are considered in Bayesian analysis attain their...

CNR@People | DOI: 10.1016/0378-3758(94)90022-1
1993, Journal article
Concentration function and coefficients of divergence for signed measures
Fortini, Sandra; Ruggeri, Fabrizio
Comparisons among probability measures are rather frequent in many statistical problems and they are sometimes performed through the coefficients of divergence or the concentration functions with resp...

CNR@People | DOI: 10.1007/BF02589073
2012, Book
Bayesian Analysis of Stochastic Process Models
D. Rios Insua, F. Ruggeri, and M. P. Wiper
Bayesian analysis of complex models based on stochastic processes has in recent years become a growing area. This book provides a unified treatment of Bayesian analysis of models based on stochastic p...

CNR@People | Link
2005, Book
Bayesian modeling in the wavelet domain
Ruggeri F., Vidakovic B.
N/A

CNR@People
2021, Essay or book chapter
Structured expert judgement issues in a supply chain cyber risk management system
A. Torres-Barrán, A. Redondo, D. Rios Insua, J. Domingo, and F. Ruggeri
The escalation of cyber threats is a major problem for supply chain managers with potentially enormous impacts affecting service availability and reputation, among other performance indicators. We ske...

CNR@People | DOI: 10.1007/978-3-030-46474-5_20
2016, Essay or book chapter
Robustness for adversarial risk analysis
D. Rios Insua, F. Ruggeri, C. Alfaro, and J. Gomez
Adversarial Risk Analysis is an emergent paradigm for supporting a decision maker who faces adversaries in problems in which the consequences are random and depend on the actions of all participating ...

CNR@People | DOI: 10.1007/978-3-319-33121-8_3
2015, Essay or book chapter
Modeling the association between clusters of SNPs and disease responses
R. Argiento, A. Guglielmi, C.K. Hsiao, F. Ruggeri, and C. Wang
The aim of the paper is to discuss the association between SNP genotype data and a disease. For genetic association studies, the statistical analyses with multiple markers have been shown to be more p...

CNR@People | DOI: 10.1007/978-3-319-19518-6_6
2012, Essay or book chapter
Process indicators and outcome measures in the treatment of Acute Myocardial Infarction patients
A. Guglielmi, F. Ieva, A. M. Paganoni, and F. Ruggeri
In this chapter, clinical registries are used to model in-hospital survival of acute myocardial infarction patients, in order to classify providers' performances and to enable healthcare governance to...

CNR@People | DOI: 10.1002/9781119940012.ch10
2011, Essay or book chapter
Modelos Probabilistico de Prediccion para Variables Atmosfericas usando el Metodo de Perturbacion Geoestadistico y Modelos Jerarquicos Bayesianos de Tiempo y Espacio
L. L. Ramirez Ramirez, Y. Gel, and F. Ruggeri
N/A

CNR@People
2010, Essay or book chapter
Bayesian modelling of train door reliability
A. M. Pievatolo, and F. Ruggeri
N/A

CNR@People | Link
2008, Essay or book chapter
Simulation in Industrial Statistics, Statistical Practice
Rios Insua D., Muruzabal J., Palomo J., Ruggeri F., Holgado J. e Moreno R.
N/A

CNR@People
2008, Essay or book chapter
Usability Diagnostics based on Usage Statistics
Harel A., Kenett R. e Ruggeri F.
N/A

CNR@People
2008, Essay or book chapter
Wavelet-based 3-D Multifractal Spectrum with Applications in Breast MRI Images
Derado G., Lee K., Nicolis O., Bowman F.D., Newell M., Ruggeri F. e Vidakovic B.
N/A

CNR@People
2006, Essay or book chapter
On Bayesian models incorporating covariates in reliability analysis of repairable systems
Masini, L., Pievatolo, A., Ruggeri, F. and Saccuman, E.
N/A

CNR@People
2005, Essay or book chapter
Bayesian Robustness
Ruggeri F., Martin J., Rios Insua D.
N/A

CNR@People
2005, Essay or book chapter
Gamma-minimax inference
Ruggeri F.
N/A

CNR@People
2004, Essay or book chapter
On combining expertise in Dynamic Linear Models.
Palomo J., Rios Insua D. , Ruggeri F.
N/A

CNR@People
2015, Conference proceedings
Monitoring environmental risk by a methodology based on control charts
H. Saulo, V. Leiva, and F. Ruggeri
We propose amethodology based on control charts when the contaminant concentration follows a Birnbaum-Saunders distribution, which is implemented in the R software.We investigate the performance of th...

CNR@People | DOI: 10.1007/978-3-319-18029-8_14
2014, Conference proceedings
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
A. Benavoli, F. Mangili, G. Corani, M. Zaffalon, and F. Ruggeri
Bayesian methods are ubiquitous in machine learning. Nevertheless, the analysis of empirical results is typically performed by frequentist tests. This implies dealing with null hypothesis significance...

CNR@People | Link
2014, Conference proceedings
Joint parameter estimation and biomass tracking in a stochastic predator-prey system
L. Martín-Fernández, G. Gilioli, E. Lanzarone, J. Míguez, S. Pasquali, F. Ruggeri, and D.P. Ruiz
A Rao-Blackwellized particle filter for estimating the behavioral parameter of the functional response and tracking the biomass of each population in a stochastic predator-prey system is presented in ...

CNR@People | DOI: 10.1007/978-3-319-02084-6__6
2013, Meeting abstracts
Bayesian tools for optimizing adaptive clinical trials
C. Siu, C. Brambilla, and F. Ruggeri
The work presents a method that uses Bayesian tools to monitor clinical trials, allowing early stopping for futility or, on the other side, emerging of early results for effectiveness.

CNR@People | DOI: 10.1016/S0924-977X(13)70482-6
2013, Conference proceedings
Hospital clustering in the treatment of acute myocardial infarction patients via a Bayesian semiparametric approach
A. Guglielmi, F. Ieva, A. M. Paganoni, and F. Ruggeri
In this work, we develop Bayes rules for several families of loss functions for hospital report cards under a Bayesian semiparametric hierarchical model. Moreover, we present some robustness analysis ...

CNR@People | DOI: 10.1007/978-3-319-00032-9-17
2012, Conference posters
Bayesian predictive power analysis for adaptive trial design and phase II dose-finding strategies
C. Siu, C. Brambilla, and F. Ruggeri
N/A

CNR@People | Link
2012, Conference posters
Bayesian predictive power for adaptive designs
C. Siu, C. Brambilla, and F. Ruggeri
N/A

CNR@People
2012, Conference proceedings
From the Editors: Games and decisions in reliability and risk
J. R. W. Merrick, F. Ruggeri, R. Soyer, and L. R. Keller
The objective of this special issue is to introduce a new theme, the use of game and decision theory in reliability modeling and risk analysis, which was the focus of the First Symposium on Games and ...

CNR@People | DOI: 10.1287/deca.1120.0245
2012, Conference posters
The hybrid classical-Bayesian approach: some examples related to clinical trials design and monitoring
C. Brambilla, C. Siu, and F. Ruggeri
N/A

CNR@People
2011, Meeting abstracts
Bayesian analysis of weighted-Z tests in adaptive trial design
C. Brambilla, F. Ruggeri, and C. Siu
The work presents a method which uses ad interim results of clinical trials to sequentially adapt the original design of the trials.

CNR@People
2010, Meeting abstracts
A Bayesian hidden Markov model for software failures
A. M. Pievatolo, F. Ruggeri, and R. Soyer
N/A

CNR@People
2010, Conference proceedings
A hierarchical random-effects model for survival in patients with Acute Myocardial Infarction
A. Guglielmi, F. Ieva, A. M. Paganoni, and F. Ruggeri
Studies of variations in health care utilization and outcome involve the analysis of multilevelclustered data. These analyses involve estimation of a cluster-specific adjusted response, covariateseffe...

CNR@People
2009, Conference communications
Stima di parametri per una risposta funzionale non lineare in un sistema preda-predatore stocastico
G. Gilioli, S. Pasquali, and F. Ruggeri
N/A

CNR@People
2009, Conference proceedings
Stochastic modelling of cylinder liners wear in a marine diesel engine
Ippoliti F. and Ruggeri F.
N/A

CNR@People
2008, Conference proceedings
Advances in Bayesian Software Reliability Modelling
Ruggeri F. e Soyer R.
N/A

CNR@People
2008, Conference proceedings
Comparing Project Buffer Sizing Methods with a Bayesian Model
Caron F., Mancini M. e Ruggeri F.
N/A

CNR@People
2008, Conference proceedings
Decision support for user interface design: Usability diagnosis by time analysis of the user activity
Harel A., Kenett R. and Ruggeri F.
N/A

CNR@People
2007, Conference communications
Advances in Bayesian software reliability
Ruggeri F.
N/A

CNR@People
2007, Conference communications
Advances in Bayesian software reliability (plenary talk)
Ruggeri F.
N/A

CNR@People
2007, Conference communications
Bayesian inference in a stochastic predator-prey system
Pasquali S., Ruggeri F., Gilioli G.
N/A

CNR@People
2007, Conference communications
Bayesian methods in industrial statistics (plenary talk)
Ruggeri F.
N/A

CNR@People
2007, Conference communications
Bayesian robustness
Ruggeri F.
N/A

CNR@People
2007, Conference proceedings
Discussion of The Bayesian approach to the analysis of finite population surveys by Little and Zheng
Ruggeri F.
N/A

CNR@People
2007, Conference communications
On some Bayesian models about industrial risks
Ruggeri F.
N/A

CNR@People
2007, Conference communications
Recent developments in Bayesian reliability (Plenary talk)
Ruggeri F.
N/A

CNR@People
2007, Conference communications
Stochastic modelling of cylinder liners wear in a marine diesel engine
Giorgio M., Ruggeri F., Bocchetti D., D'Ippoliti F., Guida M., Pulcini G., Papi M.
N/A

CNR@People
2006, Conference proceedings
A Bayesian multi-fractal model with application to analysis and simulation of disk usage
Ruggeri, F. e Sansò, B.
N/A

CNR@People
2006, Conference communications
Bayesian Methods in Project Management
Ruggeri F.
N/A

CNR@People
2006, Conference proceedings
Bayesian semiparametric inference for the accelerated failure time model using hierarchical mixture modeling with N-IG priors
R. Argiento, A. Guglielmi, A. Pievatolo, and F. Ruggeri
N/A

CNR@People
2006, Conference communications
On the Reliability of Repairable Systems: Methods and Applications
Ruggeri F.
N/A

CNR@People
2006, Conference communications
Recent advances in Bayesian estimation of wavelets coefficients
Ruggeri F.
N/A

CNR@People
2006, Conference proceedings
Two-stage modelling in electrical load forecasting, with application to customer management by power distribution utilities
Amberti D., Pievatolo A., Ruggeri F.
N/A

CNR@People
2005, Conference proceedings
On the Reliability of Repairable Systems: Methods and Applications
Ruggeri F.
N/A

CNR@People
2004, Conference proceedings
Bayesian forecasting of delivery times
Ruggeri F., Palomo J., Rios Insua D., Cagno E., Caron F.,Mancini M., Alippi A.
N/A

CNR@People
2004, Conference proceedings
Using Bayesian Belief Networks for integrating human and organisational factors in risk analysis. A case study for the marine industry
Pedrali M., Ruggeri F., Trucco P., Cagno E.
N/A

CNR@People
2003, Conference proceedings
Bayesian Modeling of Hospital Bed Occupancy Times using a Mixed Generalized Erlang Distribution
Ausin M.C (1), Lillo R.E.(1) Ruggeri F.(2), Wiper M.P.(1)
N/A

CNR@People
2003, Conference proceedings
Bayesian assessment of corrosion-related failures in steel pipelines
Cagno E., Caron F., Mancini M., Pievatolo A., Ruggeri F.
N/A

CNR@People
2003, Conference proceedings
On a Bayesian model for failures prediction in underground trains
Ruggeri F., Pievatolo A., Argiento R.
N/A

CNR@People
2012, Curatorship of books
Statistical Methods in Healthcare
F. W. Faltin, R. S. Kenett, and F. Ruggeri
In recent years the number of innovative medicinal products and devices submitted and approved by regulatory bodies has declined dramatically. The medical product development process is no longer able...

CNR@People | DOI: 10.1002/9781119940012
2009, Curatorship of books
Bayesian first order autoregressive latent variable models for multiple binary sequence
Giardina F.,. Guglielmi A, Quintana F. A., Ruggeri F.
N/A

CNR@People
2009, Curatorship of books
Bayesian modeling of flash floods using generalized extreme value distribution with prior elicitation
Gaioni E., Dey D., Ruggeri F.
N/A

CNR@People
2008, Curatorship of books
Modeling latent sources in call center arrival data
Landon J., Ruggeri F., Soyer R., Tarimcilar M.
N/A

CNR@People
2008, Curatorship of books
On a stochastic model for cylinder liners wear in a marine diesel engine
D'Ippoliti F., Ruggeri F.
N/A

CNR@People
2007, Curatorship of books
Project Buffer Sizing through Bayesian Approach
Caron F., Mancini M., Ruggeri F.
N/A

CNR@People
2007, Curatorship of books
Wavelet-based 3-D Multifractal Spectrum with Applications in Breast MRI Images
Derado G., Lee K., Nicolis O., Bowan F.D., Newell M., Ruggeri F., Vidakovic B.
N/A

CNR@People
2006, Curatorship of books
A Bayesian Belief Network Approach for Integrating Human and Organisational Factors in Risk Analysis: A Case Study for the Maritime Industry
Trucco P., Cagno E., Grande O., Ruggeri F.
N/A

CNR@People
2006, Curatorship of books
A Bayesian multi-fractal model with application to analysis and simulation of disk usage
Ruggeri F., Sansò B.
N/A

CNR@People
2006, Curatorship of books
e-Participation and Decision Analysis
French S., Rios Insua D., Ruggeri F.
N/A

CNR@People
2005, Curatorship of books
Bayesian False Discovery Rate Wavelet Shrinkage: Theory and Applications
Lavrik, Y. Y. Jung, F. Ruggeri and B. Vidakovic
N/A

CNR@People
2005, Curatorship of books
Bayesian inference for functional response in a stochastic predator-prey system
G. Gilioli, S. Pasquali, F. Ruggeri
N/A

CNR@People
2005, Curatorship of books
Larger Posterior Mode Wavelet Thresholding and Applications
L. Cutillo, Y. Y. Jung, F. Ruggeri, B. Vidakovic
N/A

CNR@People
2005, Curatorship of books
Modeling esternal risks in project management
J. Palomo, D. Rios Insua, F. Ruggeri
N/A

CNR@People
2004, Curatorship of books
Dynamic models with expert input with applications to Project Cost Forecasting
Palomo J., Rios Insua D. , Ruggeri F.
N/A

CNR@People
2004, Curatorship of books
On modeling change points in non-homogeneous Poisson processes
Ruggeri F., Sivaganesan S.
N/A

CNR@People
2004, Curatorship of books
Bayesian Modeling in the Wavelet Domain
Ruggeri F., Vidakovic B.
N/A

CNR@People
2004, Curatorship of books
On the Reliability of Repairable Systems: Methods and Applications
Ruggeri F.
N/A

CNR@People
2004, Curatorship of books
Optimal actions in problems with convex loss functions
Arias P., Martin J., Ruggeri F., Suarez A.
N/A

CNR@People
2004, Curatorship of books
Preference robustness in Bayesian decision theory
Ruggeri F., Martin J., Rios Insua D.
N/A

CNR@People
2004, Curatorship of books
Robust bayesian analysis
Ruggeri F., Rios Insua D., Martin J.
N/A

CNR@People
2004, Curatorship of books
Simulation in Industrial Statistics
Rios Insua D., Muruzabal J., Palomo J., Ruggeri F., Holgado J., Moreno R.
N/A

CNR@People
2004, Curatorship of books
Un modello dinamico lineare per la previsione dei tempi di approvvigionamento della componentistica
E. Cagno, Caron F., Mancini M., Ruggeri F., Palomo J., Rios Insua D.
N/A

CNR@People
2004, Curatorship of books
Using BBN for integrating human and organisational factors in risk analysis. A case study for the marine industry
Pedrali M., Trucco P., Cagno E., Ruggeri F.
N/A

CNR@People
2015, Project report
D11.1 - Project report detailing the control model and its validation against experimental data. Demonstration activities, Progetto Zero Waste PCBs (Protocollo ITIA n. 141 del 18/01/2013; Protocollo ITIA n. 165 del 31/01/2014.).
Colledani, M., Picone, N., Degiorgi, A., Critelli, I., Pievatolo, A., Lanzarone, E., Ruggeri, F., Brambilla, C., Borrotti, M.
Nel report sono descritte le attività di sviluppo di un modello di controllo per l'ottimizzazione dei parametri di funzionamento di un separatore elettrostatico (e.g. tensione dell'elettrodo, v...

CNR@People
2013, Research report
ZeroWaste PCBs project D3.1: Report on shredding process modeling and simulation
A. Pievatolo, M. Colledani, S. Costa, E. Lanzarone, L. Martin Fernandez, F. Ruggeri, C. Brambilla, and G. Copani
In this report, we describe the current state of progress of WP3 (shredding process modelling and simulation)at the end of the first project year and its associated deliverable: An optimized stochasti...

CNR@People
2010, Technical report
A hierarchical random-effects model for survival in patients with Acute Myocardial Infarction
Guglielmi A., Ieva F., Paganoni A., Ruggeri F.
N/A

CNR@People
2008, Technical report
Cooperation via sharing of probabilistic elements
M. Kárnı T.V. Guy, A. Bodini, F. Ruggeri
Interactions of large societal groups exhibit predominantly a flat structure. It means that each member of the group has its aims, restricted perceiving, modelling, acting and evaluating abilities and...

CNR@People
2008, Technical report
Fully probabilistic knowledge expression and incorporation
M. Kárnı, J. Andrısek, A. Bodini, T.V. Guy, J. Kracík, P. Nedoma, F. Ruggeri
Exploitation of prior knowledge in parameter estimation is vital whenever data is not informative enough. Elicitation and quantification of prior knowledge is a well-elaborated art in social and medic...

CNR@People
2007, Technical report
Advances in Bayesian Software Reliability Modelling
Ruggeri F., Soyer R.
N/A

CNR@People
2007, Technical report
Modeling Web Usability Diagnostics on the basis of Usage Statistics
Harel A., Kenett R., Ruggeri F.
N/A

CNR@People
2007, Technical report
Project Buffer Sizing through Bayesian Approach
Caron F., Mancini M., Ruggeri F.
N/A

CNR@People
2007, Technical report
Wavelet-based 3-D Multifractal Spectrum with Applications in Breast MRI Images
Derado G., Lee K., Nicolis O.,. Bowan F.D, Newell M., Ruggeri F., Vidakovic B.
N/A

CNR@People
2005, Technical report
How to Exploit External Model of Data for Parameter Estimation?
M. Kárnı, J. Andrısek, A. Bodini, T.V. Guy, J. Kracík, F. Ruggeri
Any cooperation in multiple-participant decision making (DM) relies on an exchange of individual knowledge pieces and aims. A general methodology of their rational exploitation without calling for an ...

CNR@People
2005, Technical report
On combining partial and incompatible information in e-negotiation and e-arbitration
J. Andrısek, A. Bodini, M. Kárnı, J. Kracík, F. Ruggeri
The complexity of the problems to be addressed in an e-democracy framework and the variety of involved stakeholders, with different backgrounds, views and access to information sources, lead to consid...

CNR@People
2023, Website
Sito web della scuola estiva ABS23 organizzata da CNR IMATI - Sede di Milano in data giugno 2023
T. Del Viscio, F. Ruggeri, M.T. Artese
Site design, publishing and management ABS23 - 2023 Applied Bayesian Statistics School su BAYESIAN CAUSAL INFERENCE

CNR@People | Link
2021, Other product
A stochastic SIR model for the analysis of the COVID-19 Italian epidemic
S. Pasquali, A. Pievatolo, A. Bodini, and F. Ruggeri
We propose a stochastic SIR model, specified as a system of stochastic differential equations, to analyse the data of the Italian COVID-19 epidemic, taking also into account the under-detection of inf...

CNR@People | Link
2019, Website
Sito web della scuola estiva ABS19 organizzata da CNR IMATI - Sede di Milano in data giugno 2019
M.T. Artese, T. Del Viscio, and F. Ruggeri
Site design, publishing and management ABS19 - 2019 Applied Bayesian Statistics School su BAYESIAN DEMOGRAPHY

CNR@People | Link
2018, Website
Sito web della scuola estiva ABS18 organizzata da CNR IMATI - Sede di Milano in data giugno 2018
M.T. Artese, T. Del Viscio, and F. Ruggeri
Site design, publishing and management ABS18 - 2018 Applied Bayesian Statistics School su BAYESIAN STATISTICAL MODELLING AND ANALYSIS IN SPORT

CNR@People | Link
2017, Website
Sito web della scuola estiva ABS17 organizzata da CNR IMATI - Sede di Milano in data giugno 2017
M.T. Artese, T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS17 - 2017 Applied Bayesian Statistics School su MODELING SPATIAL AND SPATIO-TEMPORAL DATA WITH ENVIRONMENTAL APPLICATIONS

CNR@People | Link
2016, Website
Sito web della scuola estiva ABS16 organizzata da CNR IMATI - Sede di Milano in data settembre 2016
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS16 - 2016 Applied Bayesian Statistics School su BAYES, BIG DATA, AND THE INTERNET

CNR@People | Link
2015, Website
Sito web della scuola estiva ABS15 organizzata da CNR IMATI - Sede di Milano in data giugno 2015
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS15 - 2015 Applied Bayesian Statistics School su MODERN BAYESIAN METHODS AND COMPUTING FOR THE SOCIAL SCIENCES

CNR@People | Link
2014, Website
Sito web della scuola estiva ABS14 organizzata da CNR IMATI - Sede di Milano in data giugno 2014
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS14 - 2014 Applied Bayesian Statistics School su APPLIED BAYESIAN NONPARAMETRICS

CNR@People | Link
2013, Website
Sito web della scuola estiva ABS13 organizzata da CNR IMATI - Sede di Milano giugno 2013
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS13 - 2013 Applied Bayesian Statistics School su BAYESIAN METHODS FOR VARIABLE SELECTION WITH APPLICATIONS TO HIGH-DIMENSIONAL DATA

CNR@People | Link
2012, Website
Sito web della scuola estiva ABS12 organizzata da CNR IMATI - Sede di Milano in data settembre 2012
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS12 - 2012 Applied Bayesian Statistics School su STOCHASTIC MODELLING FOR SYSTEMS BIOLOGY

CNR@People | Link
2011, Website
Sito web del workshop GDRR 2011 organizzato da CNR IMATI - Sede di Milano in data maggio 2011
T. Del Viscio and F. Ruggeri
Site design, publishing and management GDRR 2011 - Second Symposium on GAMES AND DECISIONS IN RELIABILITY AND RISK S

CNR@People | Link
2011, Website
Sito web della scuola estiva ABS11 organizzata da CNR IMATI - Sede di Milano in data giugno 2011
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS11 - 2011 Applied Bayesian Statistics School su HIERARCHICAL MODELING FOR ENVIRONMENTAL PROCESSES

CNR@People | Link
2010, Website
Sito web della scuola estiva ABS10 organizzata da CNR IMATI - Sede di Milano in data gigno 2010
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS10 - 2010 Applied Bayesian Statistics School su BAYESIAN MACHINE LEARNING WITH BIOMEDICAL APPLICATIONS

CNR@People | Link
2009, Website
Sito web della scuola estiva ABS09 organizzata da CNR IMATI - Sede di Milano in data giugno 2009
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS09 - 2009 Applied Bayesian Statistics School su BAYESIAN METHODOLOGY FOR CLUSTERING, CLASSIFICATION AND CATEGORICAL DATA ANALYSIS

CNR@People | Link
2008, Other product
Bayesian robustness
Ruggeri F.
N/A

CNR@People
2008, Website
Sito web della scuola estiva ABS08 organizzata da CNR IMATI - Sede di Milano in data giugno 2008
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS08 - 2008 Applied Bayesian Statistics School su BAYESIAN DECISION PROBLEMS IN BIOSTATISTICS AND CLINICAL TRIALS

CNR@People | Link
2007, Website
Sito web della scuola estiva ABS07 organizzata da CNR IMATI - Sede di Milano in data settembre 2007
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS07 - 2007 Applied Bayesian Statistics School su BAYESIAN METHODS AND ECONOMETRICS

CNR@People | Link
2006, Website
Sito web del workshop BISP6 organizzato da CNR IMATI - Sede di Milano giugno 2009
T. Del Viscio and F. Ruggeri
Site design, publishing and management BISP6 - Sixth Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES

CNR@People | Link
2006, Website
Sito web del workshop TED06 organizzato da CNR IMATI - Sede di Milano in data ottobre 2006
T. Del Viscio and F. Ruggeri
Site design, publishing and management TED 06 - Towards e-Democracy: Participation, Deliberation, Communities

CNR@People | Link
2006, Website
Sito web della scuola estiva ABS06 organizzata da CNR IMATI - Sede di Milano in data luglio 2006
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS06 - 2006 Applied Bayesian Statistics School su HIERARCHICAL MODELLING APPROACHES FOR SPATIAL DATA IN ENVIRONMENTAL AND HEALTH SCIENCES

CNR@People | Link
2005, Website
Sito web della scuola estiva ABS05 organizzata da CNR IMATI - Sede di Milano in data giugno 2005
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS05 - 2005 Applied Bayesian Statistics School su BAYESIAN APPROACHES TO EVIDENCE SYNTHESIS AND DECISION MODELLING IN HEALTH CARE,

CNR@People | Link
2004, Website
Sito web del workshop BISP4 organizzato da CNR IMATI - Sede di Milano giugno 2004
T. Del Viscio and F. Ruggeri
Site design, publishing and management BISP4 - Fourth Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES

CNR@People | Link
2004, Website
Sito web della scuola estiva ABS04 organizzata da CNR IMATI - Sede di Milano in data giugno 2004
T. Del Viscio and F. Ruggeri
Site design, publishing and management ABS04 - 2004 Applied Bayesian Statistics School su STATISTICS & GENE EXPRESSION GENOMICS: METHODS AND COMPUTATIONS

CNR@People | Link