Statistical Methods and Applications

Article	Citations
Queue hurdle Coxian phase-type model for two-stage process of population-based cancer screening	24
School climate and academic performance of Italian students: the role of disciplinary behaviour and parental involvement	21
Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data	19
Understanding relationships with the Aggregate Zonal Imbalance using copulas	18
Chunk-wise regularised PCA-based imputation of missing data	14
Support provided by elderly in Italy: a hierarchical analysis of ego networks controlling for alter–overlapping	13
Learning social networks from text data using covariate information	12
Bayesian dynamic network actor models with application to South Korean COVID-19 patient movement data	10
When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy	10
Inference for non-probability samples under high-dimensional covariate-adjusted superpopulation model	10
Alternative fixed-effects panel model using weighted asymmetric least squares regression	8
Estimating causal effects of community health financing via principal stratification	7
Quantile regression in random effects meta-analysis model	7
The inextricable association of measurement errors and tax evasion as examined through a microanalysis of survey data matched with fiscal data: a case study	6
On the interpretation of inflated correlation path weights in concentration graphs	6
Estimation and decomposition of food price inflation risk	6
Bayesian local bandwidths in a flexible semiparametric kernel estimation for multivariate count data with diagnostics	5
Dependence on a collection of Poisson random variables	5
Parametric modeling of quantile regression coefficient functions with count data	5
Determining sample sizes for combined incident and prevalent cohort studies with and without follow-up	5
Double-calibration estimators accounting for under-coverage and nonresponse in socio-economic surveys	4
When did coronavirus arrive in Europe?	4
Semiautomatic robust regression clustering of international trade data	4
Estimating regional unemployment with mobile network data for Functional Urban Areas in Germany	4
Nonparametric directional testing for multivariate problems in conjunction with a closed testing principle	3

Exact parametric causal mediation analysis for a binary outcome with a binary mediator	3
Group penalized expectile regression	3
A finite mixture approach for the analysis of digital skills in Bulgaria, Finland and Italy: the role of socio-economic factors	3
A multilevel structured latent curve model for disaggregating student and school contributions to learning	3
Semi-supervised sentiment clustering on natural language texts	3
Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys	3
Model-assisted calibration with SCAD to estimated control for non-probability samples	3
Effective transfer entropy to measure information flows in credit markets	3
Robust adaptive LASSO in high-dimensional logistic regression	3
Partial least square based approaches for high-dimensional linear mixed models	3
Correction to: Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	3
Weighted stochastic block model	3
Correction: Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	3
Comparing fundraising campaigns in healthcare using psychophysiological data: a network-based approach	3
Online network monitoring	3
Group penalized quantile regression	3
Hypothesis tests of indirect effects for multiple mediators	2
Clustering of mortality paths with the Hellinger distance and visualization through the DISTATIS technique	2
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma	2
Point and probabilistic forecast reconciliation for general linearly constrained multiple time series	2
Bayesian network structural learning from complex survey data: a resampling based approach	2
Locating $$\gamma$$-ray sources on the celestial sphere via modal clustering	2
Semiparametric transformation model in presence of cure fraction: a hierarchical Bayesian approach assuming the unknown hazards as latent factors	2
A robust approach for inference on style analysis coefficients	2
A dynamic network model to measure exposure concentration in the Austrian interbank market	2
Dual frame design in agricultural surveys: reviewing roots and methodological perspectives	2
Longitudinal latent overall toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models	2
Prediction in non-sampled areas under spatial small area models	2
A simple yet efficient method of local false discovery rate estimation designed for genome-wide association data analysis	2
Gauging Airbnb review sentiments and critical key-topics by small area estimation	2
Perceived climate change risk and global green activism among young people	2
Online job ads in Italy: a regional analysis of ICT professionals	2
A clustering procedure for mixed-type data to explore ego network typologies: an application to elderly people living alone in Italy	2
A new Bayesian discrepancy measure	2
A predictive model for planning emergency events rescue during COVID-19 in Lombardy, Italy	2
Impact measurement and dimension reduction of auxiliary variables in calibration estimator using the Shapley decomposition	2
Monitoring road infrastructure from satellite images in Greater Maputo	2
Multiplexity analysis of networks using multigraph representations	2
Sequential adaptive strategies for sampling rare clustered populations	2
Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation	2
Forecasting multidimensional autoregressive time series model with symmetric $$\alpha$$-stable noise using artificial neural networks	2
A split questionnaire survey design in the context of statistical matching	2
Alternative sensitivity analyses for regression estimates of treatment effects to unobserved confounding in binary and survival data	1
Parameter estimation for Logistic errors-in-variables regression under case–control studies	1
Reverse engineering the last-minute on-line pricing practices: an application to hotels	1
Clustering alternatives in preference-approvals via novel pseudometrics	1
Networks as mediating variables: a Bayesian latent space approach	1
Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings	1
The NBD-Dirichlet model for Italian sparkling wines: understanding competitive relationships among brands	1
Simple tests on multiple correlation coefficient in high-dimensional normal data	1

Studying the relationship between anxiety and school achievement: evidence from PISA data	1
A multi-decomposition of Zenga-84 inequality index: an application to the disparity in CO$$_2$$ emissions in European countries	1
A network analysis of student mobility patterns from high school to master’s	1
Goodness-of-fit test for $$\alpha$$-stable distribution based on the quantile conditional variance statistics	1
A flexible Bayesian variable selection approach for modeling interval data	1
Modelling interaction patterns in a predator-prey system of two freshwater organisms in discrete time: an identified structural VAR approach	1
Integrating probability and big non-probability samples data to produce Official Statistics	1
ARMA model checking with data-driven portmanteau tests	1
Small area prediction of proportions and counts under a spatial Poisson mixed model	1
Predictors of refraction prediction error after cataract surgery: a shared parameter model to account for missing post-operative measurements	1
Bayesian GARCH modeling of functional sports data	1
Enhancing business cycle analysis by integrating anomaly detection and components decomposition of time series data	1
A maximum statistic for the one-sided location-scale alternative in the two-stage design	1
robROSE: A robust approach for dealing with imbalanced data in fraud detection	1
Distortion representations of multivariate distributions	1
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	1
A comparison between VAR processes jointly modeling GDP and Unemployment rate in France and Germany	1
Two-sided distributions with applications in insurance loss modeling	1
Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation	1
Generalized mixed spatiotemporal modeling with a continuous response and random effect via factor analysis	1
A Functional approach for constructing dynamic Composite Indicators	1
Extending graphical models for applications: on covariates, missingness and normality	1
Special issue on Advanced statistical modeling and causal inference with complex data for better decision making	1
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	1
Transition models for count data: a flexible alternative to fixed distribution models	1
A pseudo-values regression model for non-fatal event free survival in the presence of semi-competing risks	1
Trend resistant balanced bipartite block designs	1
Influence measures in nonparametric regression model with symmetric random errors	1
Statistical indicators based on mobile phone and street maps data for risk management in small urban areas	1
Correction to: Detecting economic insecurity in Italy: a latent transition modelling approach	1
The Relative Fit measure for evaluating a blockmodel	1
A Kernel approach for extending nonparametric multivariate analysis of variance in high-dimensional settings	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
What drives population ageing? A cointegration analysis	0
Calibrated Bayes factors under flexible priors	0
A copula-based portrayal of the collider bias	0
Spare time use: profiles of Italian Millennials (beyond the media hype)	0
Structural learning and estimation of joint causal effects among network-dependent variables	0
Linear approximation of the Threshold AutoRegressive model: an application to order estimation	0
Using poverty maps to improve the design of household surveys: the evidence from Tunisia	0
Constrained optimization for addressing spatial heterogeneity in principal component analysis: an application to composite indicators	0
The impact of local cost-of-living differences on relative poverty incidence: an application using retail scanner data and small area estimation models	0
Estimation and computations for Gaussian mixtures with uniform noise under separation constraints	0
Special issue on statistical analysis of networks	0
Jointly exploring mathematics ability and speed in large-scale computer-based testing	0
The relative importance of ability, luck and motivation in team sports: a Bayesian model of performance in the English Rugby Premiership	0
Nonparametric estimation of the distribution of gap times for recurrent events	0
Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	0
Entropy regularization in probabilistic clustering	0
Iterative threshold-based Naïve bayes classifier	0
Selection of mixed copula for association modeling with tied observations	0
Nonparametric semi-supervised classification with application to signal detection in high energy physics	0
The parsimonious Gaussian mixture models with partitioned parameters and their application in clustering	0
Confronting collinearity in environmental regression models: evidence from world data	0
Assessing maths learning gaps using Italian longitudinal data	0
Quantile regression for count data: jittering versus regression coefficients modelling in the analysis of credits earned by university students after remote teaching	0
Boosted-oriented probabilistic smoothing-spline clustering of series	0
Generalized linear mixed model with bayesian rank likelihood	0
Estimating the causal effect of timing on the reach of social media posts	0
Comparison of short-term fertility intentions of albanian women in Italy with non-migrants in Albania and italian women	0
RIF regression via sensitivity curves	0
Quantile regression via the EM algorithm for joint modeling of mixed discrete and continuous data based on Gaussian copula	0
Recycled two-stage estimation in nonlinear mixed effects regression models	0
A multi-way analysis of similarity patterns in longevity improvements	0
Semiparametric estimation of INAR models using roughness penalization	0
Discussion to: Bayesian Graphical Models for Modern Biological Applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts	0
A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves	0
Generalized proportional reversed hazard rate distributions with application in medicine	0
A multivariate test for detecting fraud based on Benford’s law, with application to music streaming data	0
A new measure for the attitude to mobility of Italian students and graduates: a topological data analysis approach	0
Kernel regression for errors-in-variables problems in the circular domain	0
Multinomial Thompson sampling for rating scales and prior considerations for calibrating uncertainty	0
Community informed experimental design	0
Bayesian graphical models for modern biological applications	0
Trend and cycle decomposition of Markov switching (co)integrated time series	0
Permutation test of tail dependence	0
Model detection and variable selection for mode varying coefficient model	0
Three-fold Fay–Herriot model for small area estimation and its diagnostics	0
Spatio-temporal modelling of severity of malnutrition and its associated risk factors among under five children in Nigeria between 2003 and 2018: Bayesian multilevel structured additive regressions	0

Quantile varying-coefficient structural equation model	0
Sae estimation of related labor market indicators for different overlapping areas	0
Optimal two-stage spatial sampling design for estimating critical parameters of SARS-CoV-2 epidemic: Efficiency versus feasibility	0
Forum on Benford’s law and statistical methods for the detection of frauds	0
Correction to: RIF regression via sensitivity curves	0
Heterogeneity in general multinomial choice models	0
Joint modeling for longitudinal covariate and binary outcome via h-likelihood	0
The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US.	0
Performance evaluation of nursing homes using finite mixtures of logistic models and M-quantile regression for binary data	0
Special issue SMA: big data and alternative data sources for small area estimation	0
Generalized residuals and outlier detection for ordinal data with challenging data structures	0
A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints	0
Evidences from survey data and fiscal data: nonresponse and measurement errors in annual incomes	0
Assessing individual skill influence on housework time of Italian women: an endogenous-switching approach	0
Weighting estimation under bipartite incidence graph sampling	0
Iterative QML estimation for asymmetric stochastic volatility models	0
An optimal exact interval for risk difference in 2$$\times$$2 contingency tables with structural zeros	0
Hierarchical Bayes small area estimation for county-level health prevalence to having a personal doctor	0
Mixture polarization in inter-rater agreement analysis: a Bayesian nonparametric index	0
The high school effect on students’ mobility choices	0
Publisher Correction to: Goodness-of-fit test for α-stable distribution based on the quantile conditional variance statistics	0
A Bayesian bivariate hierarchical model with correlated parameters for the analysis of road crashes in Italian tunnels	0
Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	0
Identification of neighborhood clusters on data balanced by a poset-based approach	0
The use of multiple systems estimation to estimate the number of unattributed paintings by Modigliani	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
A procedure for testing the hypothesis of weak efficiency in financial markets: a Monte Carlo simulation	0
Rejoinder to the discussion of “Bayesian graphical models for modern biological applications”	0
Supervised classification of spatial epidemics incorporating infection time uncertainty	0
Hidden Markov models for longitudinal rating data with dynamic response styles	0
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy	0
Generalised calibration with latent variables for the treatment of unit nonresponse in sample surveys	0
Maximum likelihood estimation of missing data probability for nonmonotone missing at random data	0
Pre-selection in cointegration-based pairs trading	0
A flexible link for joint modelling longitudinal and survival data accounting for individual longitudinal heterogeneity	0
Markov models for duration-dependent transitions: selecting the states using duration values or duration intervals?	0
Estimating the prevalence of anemia rates among children under five in Peruvian districts with a small sample size	0
Procrustes-based distances for exploring between-matrices similarity	0
Robust estimation in partially nonlinear models	0
Endogeneity in stochastic frontier models with 'wrong' skewness: copula approach without external instruments	0
Analysis of correlated unit-Lindley data based on estimating equations	0
Correction: Boosted-oriented probabilistic smoothing-spline clustering of series	0
The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy	0
Detecting economic insecurity in Italy: a latent transition modelling approach	0
Hessian orderings of multivariate normal variance-mean mixture distributions and their applications in evaluating dependent multivariate risk portfolios	0
A Bayesian variable selection approach to longitudinal quantile regression	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
2-step Gradient Boosting approach to selectivity bias correction in tax audit: an application to the VAT gap in Italy	0
Improving state estimation through projection post-processing for activity recognition with application to football	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
The relationship between longevity and lifespan variation	0
Model-based clustering via mixtures of unrestricted skew normal factor analyzers with complete and incomplete data	0
Weighted composite quantile inference for nearly nonstationary autoregressive models	0
A new cure rate frailty regression model based on a weighted Lindley distribution applied to stomach cancer data	0
A new autoregressive process driven by explanatory variables and past observations: an application to PM 2.5	0
Stacking-based neural network for nonlinear time series analysis	0
Correction to: Semi‑supervised sentiment clustering on natural language	0
On a bivariate copula for modeling negative dependence: application to New York air quality data	0
Estimators for ROC curves with missing biomarkers values and informative covariates	0
Statistically validated coeherence and intensity in temporal networks of information flows	0
Control charts for monitoring the median in non-negative asymmetric data	0
Optimal sample size for estimating the mean concentration of invasive organisms in ballast water via a semiparametric Bayesian analysis	0
Student’s-t process with spatial deformation for spatio-temporal data	0
Correction to: On the equivalence of conglomerability and disintegrability for unbounded random variables	0
A mixture model approach to spectral clustering and application to textual data	0
Calibration and optimal transport approaches for harmonizing survey weights	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0