Statistical Methods and Applications

Article	Citations
Estimating causal effects of community health financing via principal stratification	28
Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys	13
Inference for non-probability samples under high-dimensional covariate-adjusted superpopulation model	13
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma	12
A dynamic network model to measure exposure concentration in the Austrian interbank market	10
Prediction in non-sampled areas under spatial small area models	9
Clustering of mortality paths with the Hellinger distance and visualization through the DISTATIS technique	9
A multilevel structured latent curve model for disaggregating student and school contributions to learning	8
Correction to: Detecting economic insecurity in Italy: a latent transition modelling approach	8
Clustering alternatives in preference-approvals via novel pseudometrics	8
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	7
A new autoregressive process driven by explanatory variables and past observations: an application to PM 2.5	7
Hierarchical Bayes small area estimation for county-level health prevalence to having a personal doctor	7
Small area estimation of equivalized income for local labour systems in Italy via M-quantile area-level models	6
An efficient image denoising method integrating multi-resolution local clustering and adaptive smoothing	6
Correction to: On the equivalence of conglomerability and disintegrability for unbounded random variables	6
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	5
A mixture model approach to spectral clustering and application to textual data	5
Kernel regression for errors-in-variables problems in the circular domain	5
Quasi-maximum likelihood estimation for non-stationary stochastic volatility models: diffuse Kalman filtering approach	5
Generalised calibration with latent variables for the treatment of unit nonresponse in sample surveys	5
A Bayesian variable selection approach to longitudinal quantile regression	4
Stacking-based neural network for nonlinear time series analysis	4
Weighted composite quantile inference for nearly nonstationary autoregressive models	4
Semi-supervised sentiment clustering on natural language texts	4

Monitoring road infrastructure from satellite images in Greater Maputo	4
Pre-selection in cointegration-based pairs trading	4
The use of multiple systems estimation to estimate the number of unattributed paintings by Modigliani	4
Quantile regression in random effects meta-analysis model	4
Impact measurement and dimension reduction of auxiliary variables in calibration estimator using the Shapley decomposition	4
The inextricable association of measurement errors and tax evasion as examined through a microanalysis of survey data matched with fiscal data: a case study	4
Community informed experimental design	4
What drives population ageing? A cointegration analysis	4
Unveiling collaboration persistence and interactions among Italian academic statisticians through relational hyperevent models	4
Bayesian zero-augmented Birnbaum–Saunders multilevel random effects model: an application to dietary consumption	4
A predictive model for planning emergency events rescue during COVID-19 in Lombardy, Italy	4
A Kernel approach for extending nonparametric multivariate analysis of variance in high-dimensional settings	3
A multi-way analysis of similarity patterns in longevity improvements	3
A multi-decomposition of Zenga-84 inequality index: an application to the disparity in CO$$_2$$ emissions in European countries	3
Linear approximation of the Threshold AutoRegressive model: an application to order estimation	3
Correction: Boosted-oriented probabilistic smoothing-spline clustering of series	3
Some permutation tests for high dimensional mean vectors	3
The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy	3
Permutation test of tail dependence	3
Correction to: RIF regression via sensitivity curves	3
Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation	3
A network analysis of student mobility patterns from high school to master’s	3
Generalized mixed spatiotemporal modeling with a continuous response and random effect via factor analysis	3
Assessing maths learning gaps using Italian longitudinal data	3
RIF regression via sensitivity curves	3
The relative importance of ability, luck and motivation in team sports: a Bayesian model of performance in the English Rugby Premiership	3
The impact of local cost-of-living differences on relative poverty incidence: an application using retail scanner data and small area estimation models	3
Statistically validated coeherence and intensity in temporal networks of information flows	3
Weighting estimation under bipartite incidence graph sampling	3
Symmetric (h, ϕ)-divergence approach to serial independence testing	3
Identification of neighborhood clusters on data balanced by a poset-based approach	3
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy	3
On the application of Ferguson characterization for the construction of a goodness-of-fit test for the geometric distribution	3
Hidden Markov models for longitudinal rating data with dynamic response styles	3
Selection of mixed copula for association modeling with tied observations	3
Model-assisted calibration with SCAD to estimated control for non-probability samples	2
A finite mixture approach for the analysis of digital skills in Bulgaria, Finland and Italy: the role of socio-economic factors	2
Understanding relationships with the Aggregate Zonal Imbalance using copulas	2
From animal testing to in Silico models: a systematic review and practical guide to cosmetic assessment	2
Semiparametric estimation of INAR models using roughness penalization	2
When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy	2
Effective transfer entropy to measure information flows in credit markets	2
The high school effect on students’ mobility choices	2
Maximum likelihood estimation of missing data probability for nonmonotone missing at random data	2
Model-based clustering via mixtures of unrestricted skew normal factor analyzers with complete and incomplete data	2
Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data	2
A novel clustering method with maximum number of ordered centroids and stable clusters for optimal ranking in a univariate setting	2
Special issue on statistical analysis of networks	2
Constrained optimization for addressing spatial heterogeneity in principal component analysis: an application to composite indicators	2
The NBD-Dirichlet model for Italian sparkling wines: understanding competitive relationships among brands	1

Two-sided distributions with applications in insurance loss modeling	1
Bayesian GARCH modeling of functional sports data	1
Perceived climate change risk and global green activism among young people	1
Rejoinder to the discussion of “Bayesian graphical models for modern biological applications”	1
Entropy regularization in probabilistic clustering	1
The parsimonious Gaussian mixture models with partitioned parameters and their application in clustering	1
Special issue on Advanced statistical modeling and causal inference with complex data for better decision making	1
Detecting economic insecurity in Italy: a latent transition modelling approach	1
Calibrated Bayes factors under flexible priors	1
Multiple testing correction for mean tests in time series rolling window analysis with an application of GWAS methods	1
Compositional risk capital allocations	1
Multinomial Thompson sampling for rating scales and prior considerations for calibrating uncertainty	1
A robust approach for inference on style analysis coefficients	1
Gauging Airbnb review sentiments and critical key-topics by small area estimation	1
Simple tests on multiple correlation coefficient in high-dimensional normal data	1
Iterative QML estimation for asymmetric stochastic volatility models	1
Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	1
Improved joint modeling of longitudinal and survival data using a poisson regression approach	1
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	1
Mixture polarization in inter-rater agreement analysis: a Bayesian nonparametric index	1
Robust tobit regression for censored observations using extended Box–Cox transformations	1
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	1
Variable selection in sparse multivariate GLARMA models: application to germination control by environment	1
Dual frame design in agricultural surveys: reviewing roots and methodological perspectives	1
A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves	1
Estimating the causal effect of timing on the reach of social media posts	1
Discussion to: Bayesian Graphical Models for Modern Biological Applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	1
2-step Gradient Boosting approach to selectivity bias correction in tax audit: an application to the VAT gap in Italy	1
Optimal two-stage spatial sampling design for estimating critical parameters of SARS-CoV-2 epidemic: Efficiency versus feasibility	1
Estimators for ROC curves with missing biomarkers values and informative covariates	1
Quantile regression for count data: jittering versus regression coefficients modelling in the analysis of credits earned by university students after remote teaching	0
Extending graphical models for applications: on covariates, missingness and normality	0
A comparison of bandwidth selectors for moderate degree local polynomial regression	0
Assessing individual skill influence on housework time of Italian women: an endogenous-switching approach	0
Determining sample sizes for combined incident and prevalent cohort studies with and without follow-up	0
Enhancing business cycle analysis by integrating anomaly detection and components decomposition of time series data	0
Optimal sample size for estimating the mean concentration of invasive organisms in ballast water via a semiparametric Bayesian analysis	0
Using poverty maps to improve the design of household surveys: the evidence from Tunisia	0
Alternative fixed-effects panel model using weighted asymmetric least squares regression	0
Generalized residuals and outlier detection for ordinal data with challenging data structures	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Influence measures in nonparametric regression model with symmetric random errors	0
Addressing topic modelling via reduced latent space clustering	0
Generalized linear mixed model with bayesian rank likelihood	0
An optimal exact interval for risk difference in 2$$\times$$2 contingency tables with structural zeros	0
Networks as mediating variables: a Bayesian latent space approach	0
Application of small area estimation using big data sources to estimate electricity consumption per capita households (case study: sub-district level in Central Java, Indonesia)	0
Queue hurdle Coxian phase-type model for two-stage process of population-based cancer screening	0
ARMA model checking with data-driven portmanteau tests	0
Jointly exploring mathematics ability and speed in large-scale computer-based testing	0
Bayesian local bandwidths in a flexible semiparametric kernel estimation for multivariate count data with diagnostics	0
A copula-based portrayal of the collider bias	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Robust adaptive LASSO in high-dimensional logistic regression	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
A comprehensive analysis of the Italian school system using harmonised open data via the SchoolDataIT R package	0
Sequential adaptive strategies for sampling rare clustered populations	0
A new measure for the attitude to mobility of Italian students and graduates: a topological data analysis approach	0
Comparing fundraising campaigns in healthcare using psychophysiological data: a network-based approach	0
Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation	0
Heterogeneity in general multinomial choice models	0
Statistical indicators based on mobile phone and street maps data for risk management in small urban areas	0
Sae estimation of related labor market indicators for different overlapping areas	0
Estimating regional unemployment with mobile network data for Functional Urban Areas in Germany	0
Improving state estimation through projection post-processing for activity recognition with application to football	0
Alternative sensitivity analyses for regression estimates of treatment effects to unobserved confounding in binary and survival data	0
A flexible parametric approach to synthetic patients generation using health data	0
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts	0
Weighted forecasts from SETARs with single- and multiple thresholds	0
Calibration and optimal transport approaches for harmonizing survey weights	0
A procedure for testing the hypothesis of weak efficiency in financial markets: a Monte Carlo simulation	0
Bayesian dynamic network actor models with application to South Korean COVID-19 patient movement data	0
Quantile regression via the EM algorithm for joint modeling of mixed discrete and continuous data based on Gaussian copula	0
Robust estimation in partially nonlinear models	0
A statistical package for safe artificial intelligence	0
Point and probabilistic forecast reconciliation for general linearly constrained multiple time series	0
Integrating probability and big non-probability samples data to produce Official Statistics	0
Control charts for monitoring the median in non-negative asymmetric data	0
Nonparametric directional testing for multivariate problems in conjunction with a closed testing principle	0
A new Bayesian discrepancy measure	0

Reverse engineering the last-minute on-line pricing practices: an application to hotels	0
Parametric modelling of inequality aversion to reduce the computing time of distributional fuzzy poverty measures with application to EU countries	0
A graphical framework for interpretable correlation matrix models for multivariate regression	0
Robustification of structural equation modelling via global sensitivity analysis	0
Correction: Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	0
A pseudo-values regression model for non-fatal event free survival in the presence of semi-competing risks	0
Endogeneity in stochastic frontier models with 'wrong' skewness: copula approach without external instruments	0
Correction to: Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	0
Student’s-t process with spatial deformation for spatio-temporal data	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Bayesian estimation of first-order integer generalized autoregressive models based on the negative binomial thinning operator	0
On a bivariate copula for modeling negative dependence: application to New York air quality data	0
Minimax rates for Wasserstein deconvolution of regular distributions with ordinary smooth errors	0
Forecasting multidimensional autoregressive time series model with symmetric $$\alpha$$-stable noise using artificial neural networks	0
Confidence intervals for Newton–Cotes quadratures based on stationary point processes	0
Longitudinal latent overall toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models	0
Partial least square based approaches for high-dimensional linear mixed models	0
Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings	0
Correction to: Semi‑supervised sentiment clustering on natural language	0
Online job ads in Italy: a regional analysis of ICT professionals	0
Parameter estimation for Logistic errors-in-variables regression under case–control studies	0
Topological data analysis for random sets and its application in detecting outliers and goodness of fit testing	0
Performance evaluation of nursing homes using finite mixtures of logistic models and M-quantile regression for binary data	0
Joint modeling for longitudinal covariate and binary outcome via h-likelihood	0
Distortion representations of multivariate distributions	0
Special issue SMA: big data and alternative data sources for small area estimation	0
Likelihood-based inference for interval censored regression models under heavy-tailed distributions	0
Iterative threshold-based Naïve bayes classifier	0
Quantile varying-coefficient structural equation model	0
The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US.	0
Double-calibration estimators accounting for under-coverage and nonresponse in socio-economic surveys	0
A flexible Bayesian variable selection approach for modeling interval data	0
A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints	0
A Functional approach for constructing dynamic Composite Indicators	0
Bayesian network structural learning from complex survey data: a resampling based approach	0
Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	0
Hessian orderings of multivariate normal variance-mean mixture distributions and their applications in evaluating dependent multivariate risk portfolios	0
Trend resistant balanced bipartite block designs	0
A new cure rate frailty regression model based on a weighted Lindley distribution applied to stomach cancer data	0
Comparison of short-term fertility intentions of albanian women in Italy with non-migrants in Albania and italian women	0
Accelerated failure time and additive hazard models for combined right-censored and left-truncated right-censored failure time data	0
Markov models for duration-dependent transitions: selecting the states using duration values or duration intervals?	0
Boosted-oriented probabilistic smoothing-spline clustering of series	0
Three-fold Fay–Herriot model for small area estimation and its diagnostics	0
Analysis of correlated unit-Lindley data based on estimating equations	0
School climate and academic performance of Italian students: the role of disciplinary behaviour and parental involvement	0
Estimating the prevalence of anemia rates among children under five in Peruvian districts with a small sample size	0
Spare time use: profiles of Italian Millennials (beyond the media hype)	0
Group penalized expectile regression	0
Supervised classification of spatial epidemics incorporating infection time uncertainty	0
Procrustes-based distances for exploring between-matrices similarity	0
Locating $$\gamma$$-ray sources on the celestial sphere via modal clustering	0
Trend and cycle decomposition of Markov switching (co)integrated time series	0
Nonparametric estimation of conditional expectile-based risk measures	0
Semiparametric transformation model in presence of cure fraction: a hierarchical Bayesian approach assuming the unknown hazards as latent factors	0
Small area prediction of proportions and counts under a spatial Poisson mixed model	0
Nonparametric estimation of the distribution of gap times for recurrent events	0
Hypothesis tests of indirect effects for multiple mediators	0
A maximum statistic for the one-sided location-scale alternative in the two-stage design	0