Statistical Methods and Applications

Article	Citations
Determining sample sizes for combined incident and prevalent cohort studies with and without follow-up	27
Semiautomatic robust regression clustering of international trade data	24
Bayesian local bandwidths in a flexible semiparametric kernel estimation for multivariate count data with diagnostics	20
Nonparametric directional testing for multivariate problems in conjunction with a closed testing principle	19
Double-calibration estimators accounting for under-coverage and nonresponse in socio-economic surveys	14
Bayesian dynamic network actor models with application to South Korean COVID-19 patient movement data	14
Correction: Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	13
When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy	13
Support provided by elderly in Italy: a hierarchical analysis of ego networks controlling for alter–overlapping	12
On the interpretation of inflated correlation path weights in concentration graphs	12
Effective transfer entropy to measure information flows in credit markets	11
School climate and academic performance of Italian students: the role of disciplinary behaviour and parental involvement	8
The inextricable association of measurement errors and tax evasion as examined through a microanalysis of survey data matched with fiscal data: a case study	8
Alternative fixed-effects panel model using weighted asymmetric least squares regression	8
Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys	7
Correction to: Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	7
Estimating regional unemployment with mobile network data for Functional Urban Areas in Germany	7
Learning social networks from text data using covariate information	6
Quantile regression in random effects meta-analysis model	5
Inference for non-probability samples under high-dimensional covariate-adjusted superpopulation model	5
Semi-supervised sentiment clustering on natural language texts	5
Dependence on a collection of Poisson random variables	5
Weighted stochastic block model	5
Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data	5
Chunk-wise regularised PCA-based imputation of missing data	5

Understanding relationships with the Aggregate Zonal Imbalance using copulas	4
Exact parametric causal mediation analysis for a binary outcome with a binary mediator	4
A finite mixture approach for the analysis of digital skills in Bulgaria, Finland and Italy: the role of socio-economic factors	4
Comparing fundraising campaigns in healthcare using psychophysiological data: a network-based approach	4
Queue hurdle Coxian phase-type model for two-stage process of population-based cancer screening	4
Estimation and decomposition of food price inflation risk	4
Group penalized expectile regression	4
Robust adaptive LASSO in high-dimensional logistic regression	4
When did coronavirus arrive in Europe?	4
Estimating causal effects of community health financing via principal stratification	3
Clustering of mortality paths with the Hellinger distance and visualization through the DISTATIS technique	3
Group penalized quantile regression	3
Online network monitoring	3
Perceived climate change risk and global green activism among young people	3
Hypothesis tests of indirect effects for multiple mediators	3
Multiplexity analysis of networks using multigraph representations	3
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma	3
Bayesian network structural learning from complex survey data: a resampling based approach	3
A simple yet efficient method of local false discovery rate estimation designed for genome-wide association data analysis	3
Model-assisted calibration with SCAD to estimated control for non-probability samples	3
A clustering procedure for mixed-type data to explore ego network typologies: an application to elderly people living alone in Italy	3
A multilevel structured latent curve model for disaggregating student and school contributions to learning	3
Dual frame design in agricultural surveys: reviewing roots and methodological perspectives	3
A comparison between VAR processes jointly modeling GDP and Unemployment rate in France and Germany	2
Point and probabilistic forecast reconciliation for general linearly constrained multiple time series	2
Impact measurement and dimension reduction of auxiliary variables in calibration estimator using the Shapley decomposition	2
Semiparametric transformation model in presence of cure fraction: a hierarchical Bayesian approach assuming the unknown hazards as latent factors	2
Prediction in non-sampled areas under spatial small area models	2
Partial least square based approaches for high-dimensional linear mixed models	2
Special issue on Advanced statistical modeling and causal inference with complex data for better decision making	2
Modelling interaction patterns in a predator-prey system of two freshwater organisms in discrete time: an identified structural VAR approach	2
Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation	2
Gauging Airbnb review sentiments and critical key-topics by small area estimation	2
A maximum statistic for the one-sided location-scale alternative in the two-stage design	2
Forecasting multidimensional autoregressive time series model with symmetric $$\alpha$$-stable noise using artificial neural networks	2
Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation	2
Locating $$\gamma$$-ray sources on the celestial sphere via modal clustering	2
A dynamic network model to measure exposure concentration in the Austrian interbank market	2
Monitoring road infrastructure from satellite images in Greater Maputo	2
Online job ads in Italy: a regional analysis of ICT professionals	2
robROSE: A robust approach for dealing with imbalanced data in fraud detection	2
Longitudinal latent overall toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models	2
Addressing topic modelling via reduced latent space clustering	2
A robust approach for inference on style analysis coefficients	2
A new Bayesian discrepancy measure	2
A predictive model for planning emergency events rescue during COVID-19 in Lombardy, Italy	2
Sequential adaptive strategies for sampling rare clustered populations	2
Transition models for count data: a flexible alternative to fixed distribution models	2
A network analysis of student mobility patterns from high school to master’s	2
Correction to: Detecting economic insecurity in Italy: a latent transition modelling approach	1

Generalised calibration with latent variables for the treatment of unit nonresponse in sample surveys	1
Integrating probability and big non-probability samples data to produce Official Statistics	1
Generalized proportional reversed hazard rate distributions with application in medicine	1
Influence measures in nonparametric regression model with symmetric random errors	1
Enhancing business cycle analysis by integrating anomaly detection and components decomposition of time series data	1
Two-sided distributions with applications in insurance loss modeling	1
Simple tests on multiple correlation coefficient in high-dimensional normal data	1
Bayesian GARCH modeling of functional sports data	1
Alternative sensitivity analyses for regression estimates of treatment effects to unobserved confounding in binary and survival data	1
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	1
A new autoregressive process driven by explanatory variables and past observations: an application to PM 2.5	1
Parameter estimation for Logistic errors-in-variables regression under case–control studies	1
Extending graphical models for applications: on covariates, missingness and normality	1
A Functional approach for constructing dynamic Composite Indicators	1
Generalized linear mixed model with bayesian rank likelihood	1
The Relative Fit measure for evaluating a blockmodel	1
The NBD-Dirichlet model for Italian sparkling wines: understanding competitive relationships among brands	1
Predictors of refraction prediction error after cataract surgery: a shared parameter model to account for missing post-operative measurements	1
Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings	1
Trend resistant balanced bipartite block designs	1
Statistical indicators based on mobile phone and street maps data for risk management in small urban areas	1
Studying the relationship between anxiety and school achievement: evidence from PISA data	1
Networks as mediating variables: a Bayesian latent space approach	1
Generalized mixed spatiotemporal modeling with a continuous response and random effect via factor analysis	1
The relationship between longevity and lifespan variation	1
Clustering alternatives in preference-approvals via novel pseudometrics	1
A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves	1
A flexible Bayesian variable selection approach for modeling interval data	1
Distortion representations of multivariate distributions	1
Small area prediction of proportions and counts under a spatial Poisson mixed model	1
Reverse engineering the last-minute on-line pricing practices: an application to hotels	1
A multi-decomposition of Zenga-84 inequality index: an application to the disparity in CO$$_2$$ emissions in European countries	1
Goodness-of-fit test for $$\alpha$$-stable distribution based on the quantile conditional variance statistics	1
Generalized residuals and outlier detection for ordinal data with challenging data structures	1
Sae estimation of related labor market indicators for different overlapping areas	0
Selection of mixed copula for association modeling with tied observations	0
A multivariate test for detecting fraud based on Benford’s law, with application to music streaming data	0
Control charts for monitoring the median in non-negative asymmetric data	0
Correction: Boosted-oriented probabilistic smoothing-spline clustering of series	0
Jointly exploring mathematics ability and speed in large-scale computer-based testing	0
The high school effect on students’ mobility choices	0
The relative importance of ability, luck and motivation in team sports: a Bayesian model of performance in the English Rugby Premiership	0
The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US.	0
Evidences from survey data and fiscal data: nonresponse and measurement errors in annual incomes	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
Confidence intervals for Newton–Cotes quadratures based on stationary point processes	0
Joint modeling for longitudinal covariate and binary outcome via h-likelihood	0
Bayesian graphical models for modern biological applications	0
Publisher Correction to: Goodness-of-fit test for α-stable distribution based on the quantile conditional variance statistics	0
Optimal sample size for estimating the mean concentration of invasive organisms in ballast water via a semiparametric Bayesian analysis	0
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
Weighted composite quantile inference for nearly nonstationary autoregressive models	0
Recycled two-stage estimation in nonlinear mixed effects regression models	0
Iterative threshold-based Naïve bayes classifier	0
A new measure for the attitude to mobility of Italian students and graduates: a topological data analysis approach	0
Boosted-oriented probabilistic smoothing-spline clustering of series	0
Weighting estimation under bipartite incidence graph sampling	0
Iterative QML estimation for asymmetric stochastic volatility models	0
Markov models for duration-dependent transitions: selecting the states using duration values or duration intervals?	0
Special issue on statistical analysis of networks	0
Structural learning and estimation of joint causal effects among network-dependent variables	0
Constrained optimization for addressing spatial heterogeneity in principal component analysis: an application to composite indicators	0
Statistically validated coeherence and intensity in temporal networks of information flows	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
A mixture model approach to spectral clustering and application to textual data	0
ARMA model checking with data-driven portmanteau tests	0
Using poverty maps to improve the design of household surveys: the evidence from Tunisia	0
A Bayesian bivariate hierarchical model with correlated parameters for the analysis of road crashes in Italian tunnels	0
Special issue SMA: big data and alternative data sources for small area estimation	0
Estimation and computations for Gaussian mixtures with uniform noise under separation constraints	0
Nonparametric semi-supervised classification with application to signal detection in high energy physics	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
Calibrated Bayes factors under flexible priors	0
Linear approximation of the Threshold AutoRegressive model: an application to order estimation	0
Confronting collinearity in environmental regression models: evidence from world data	0
2-step Gradient Boosting approach to selectivity bias correction in tax audit: an application to the VAT gap in Italy	0
Pre-selection in cointegration-based pairs trading	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0

Optimal two-stage spatial sampling design for estimating critical parameters of SARS-CoV-2 epidemic: Efficiency versus feasibility	0
Endogeneity in stochastic frontier models with 'wrong' skewness: copula approach without external instruments	0
Hessian orderings of multivariate normal variance-mean mixture distributions and their applications in evaluating dependent multivariate risk portfolios	0
Assessing individual skill influence on housework time of Italian women: an endogenous-switching approach	0
Robust estimation in partially nonlinear models	0
Quantile regression for count data: jittering versus regression coefficients modelling in the analysis of credits earned by university students after remote teaching	0
Trend and cycle decomposition of Markov switching (co)integrated time series	0
A copula-based portrayal of the collider bias	0
The use of multiple systems estimation to estimate the number of unattributed paintings by Modigliani	0
Stacking-based neural network for nonlinear time series analysis	0
Supervised classification of spatial epidemics incorporating infection time uncertainty	0
The parsimonious Gaussian mixture models with partitioned parameters and their application in clustering	0
Procrustes-based distances for exploring between-matrices similarity	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Comparison of short-term fertility intentions of albanian women in Italy with non-migrants in Albania and italian women	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
RIF regression via sensitivity curves	0
Estimating the causal effect of timing on the reach of social media posts	0
Improving state estimation through projection post-processing for activity recognition with application to football	0
Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	0
Correction to: Semi‑supervised sentiment clustering on natural language	0
Assessing maths learning gaps using Italian longitudinal data	0
Nonparametric estimation of the distribution of gap times for recurrent events	0
Multinomial Thompson sampling for rating scales and prior considerations for calibrating uncertainty	0
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts	0
Kernel regression for errors-in-variables problems in the circular domain	0
Accelerated failure time and additive hazard models for combined right-censored and left-truncated right-censored failure time data	0
Three-fold Fay–Herriot model for small area estimation and its diagnostics	0
A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints	0
Hierarchical Bayes small area estimation for county-level health prevalence to having a personal doctor	0
On a bivariate copula for modeling negative dependence: application to New York air quality data	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Model detection and variable selection for mode varying coefficient model	0
Estimating the prevalence of anemia rates among children under five in Peruvian districts with a small sample size	0
Heterogeneity in general multinomial choice models	0
Semiparametric estimation of INAR models using roughness penalization	0
Correction to: RIF regression via sensitivity curves	0
Entropy regularization in probabilistic clustering	0
Forum on Benford’s law and statistical methods for the detection of frauds	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
The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy	0
Model-based clustering via mixtures of unrestricted skew normal factor analyzers with complete and incomplete data	0
Permutation test of tail dependence	0
Hidden Markov models for longitudinal rating data with dynamic response styles	0
Maximum likelihood estimation of missing data probability for nonmonotone missing at random data	0
A pseudo-values regression model for non-fatal event free survival in the presence of semi-competing risks	0
An optimal exact interval for risk difference in 2$$\times$$2 contingency tables with structural zeros	0
Performance evaluation of nursing homes using finite mixtures of logistic models and M-quantile regression for binary data	0
Mixture polarization in inter-rater agreement analysis: a Bayesian nonparametric index	0
Quantile varying-coefficient structural equation model	0
Student’s-t process with spatial deformation for spatio-temporal data	0
Detecting economic insecurity in Italy: a latent transition modelling approach	0
Estimators for ROC curves with missing biomarkers values and informative covariates	0
What drives population ageing? A cointegration analysis	0
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy	0
Community informed experimental design	0
Rejoinder to the discussion of “Bayesian graphical models for modern biological applications”	0
Discussion to: Bayesian Graphical Models for Modern Biological Applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
A multi-way analysis of similarity patterns in longevity improvements	0
A flexible link for joint modelling longitudinal and survival data accounting for individual longitudinal heterogeneity	0
Calibration and optimal transport approaches for harmonizing survey weights	0
A Bayesian variable selection approach to longitudinal quantile regression	0
Correction to: On the equivalence of conglomerability and disintegrability for unbounded random variables	0
Spare time use: profiles of Italian Millennials (beyond the media hype)	0
A new cure rate frailty regression model based on a weighted Lindley distribution applied to stomach cancer data	0
Quantile regression via the EM algorithm for joint modeling of mixed discrete and continuous data based on Gaussian copula	0
A procedure for testing the hypothesis of weak efficiency in financial markets: a Monte Carlo simulation	0
Analysis of correlated unit-Lindley data based on estimating equations	0