Statistical Methods and Applications

Article	Citations
When did coronavirus arrive in Europe?	20
The relationship between longevity and lifespan variation	16
Bayesian graphical models for modern biological applications	15
The mathematics of Benford’s law: a primer	14
Studying the relationship between anxiety and school achievement: evidence from PISA data	12
Semiautomatic robust regression clustering of international trade data	11
A Bayesian bivariate hierarchical model with correlated parameters for the analysis of road crashes in Italian tunnels	11
Small area estimation under a temporal bivariate area-level linear mixed model with independent time effects	11
Exact parametric causal mediation analysis for a binary outcome with a binary mediator	10
Estimating drift parameters in a non-ergodic Gaussian Vasicek-type model	10
Including covariates in a space-time point process with application to seismicity	10
robROSE: A robust approach for dealing with imbalanced data in fraud detection	8
Goodness-of-fit test for $$\alpha$$-stable distribution based on the quantile conditional variance statistics	7
Symbolic interval-valued data analysis for time series based on auto-interval-regressive models	7
Weighted likelihood latent class linear regression	6
Weighted stochastic block model	6
Forum on Benford’s law and statistical methods for the detection of frauds	6
Financial contagion through space-time point processes	6
Automatic robust Box–Cox and extended Yeo–Johnson transformations in regression	6
Bayesian network structural learning from complex survey data: a resampling based approach	6
Effective transfer entropy to measure information flows in credit markets	5
A network analysis of student mobility patterns from high school to master’s	5
A multivariate test for detecting fraud based on Benford’s law, with application to music streaming data	5
Distortion representations of multivariate distributions	5
A mixture model approach to spectral clustering and application to textual data	5

Control charts for monitoring the median in non-negative asymmetric data	4
Support provided by elderly in Italy: a hierarchical analysis of ego networks controlling for alter–overlapping	4
Can Bayesian, confidence distribution and frequentist inference agree?	4
Bayesian analysis of ranking data with the Extended Plackett–Luce model	4
Detecting economic insecurity in Italy: a latent transition modelling approach	3
Generalized proportional reversed hazard rate distributions with application in medicine	3
Influence measures in nonparametric regression model with symmetric random errors	3
Parametric modeling of quantile regression coefficient functions with count data	3
A measure of interrater absolute agreement for ordinal categorical data	3
Interaction among three substitute products: an extended innovation diffusion model	3
Online network monitoring	3
Semiparametric model for regression analysis with nonmonotone missing data	3
Covariance matrix estimation of the maximum likelihood estimator in multivariate clusterwise linear regression	3
Robust Wald-type tests in GLM with random design based on minimum density power divergence estimators	3
Chunk-wise regularised PCA-based imputation of missing data	3
A new time-varying model for forecasting long-memory series	3
Statistical indicators based on mobile phone and street maps data for risk management in small urban areas	2
Bayesian optimal designs for multi-factor nonlinear models	2
Multiplexity analysis of networks using multigraph representations	2
Recurrence relations and Benford’s law	2
Nonparametric semi-supervised classification with application to signal detection in high energy physics	2
Unified Bayesian conditional autoregressive risk measures using the skew exponential power distribution	2
The relative importance of ability, luck and motivation in team sports: a Bayesian model of performance in the English Rugby Premiership	2
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts	2
Using sentiment analysis to evaluate the impact of the COVID-19 outbreak on Italy’s country reputation and stock market performance	2
Population size estimation based upon zero-truncated, one-inflated and sparse count data	2
An empirical comparison of two approaches for CDPCA in high-dimensional data	2
Perceived climate change risk and global green activism among young people	2
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma	2
Inference for non-probability samples under high-dimensional covariate-adjusted superpopulation model	2
Semiparametric estimation of INAR models using roughness penalization	2
Maximum likelihood estimation of missing data probability for nonmonotone missing at random data	2
Student’s-t process with spatial deformation for spatio-temporal data	2
On a bivariate copula for modeling negative dependence: application to New York air quality data	2
A pseudo-values regression model for non-fatal event free survival in the presence of semi-competing risks	2
Hierarchical Bayes small area estimation for county-level health prevalence to having a personal doctor	2
A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves	2
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	2
Regression models for exceedance data: a new approach	2
Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys	2
A multiple inflated negative binomial hurdle regression model: analysis of the Italians’ tourism behaviour during the Great Recession	2
Iterative threshold-based Naïve bayes classifier	2
Heterogeneity in general multinomial choice models	2
A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy	2
A spatial mixed-effects regression model for electoral data	2
Structural learning and estimation of joint causal effects among network-dependent variables	2
Bootstrap confidence intervals for correlation between continuous repeated measures	2
Locating $$\gamma$$-ray sources on the celestial sphere via modal clustering	1
A split questionnaire survey design in the context of statistical matching	1
Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data	1

Procrustes-based distances for exploring between-matrices similarity	1
Yule–Simpson’s paradox: the probabilistic versus the empirical conundrum	1
Analysis of correlated unit-Lindley data based on estimating equations	1
A new measure for the attitude to mobility of Italian students and graduates: a topological data analysis approach	1
Counterdiagonal/nonpositive tail dependence in Vine copula constructions: application to portfolio management	1
A procedure for testing the hypothesis of weak efficiency in financial markets: a Monte Carlo simulation	1
Estimation and computations for Gaussian mixtures with uniform noise under separation constraints	1
Generalised calibration with latent variables for the treatment of unit nonresponse in sample surveys	1
Kernel regression for errors-in-variables problems in the circular domain	1
Modelling interaction patterns in a predator-prey system of two freshwater organisms in discrete time: an identified structural VAR approach	1
A simple yet efficient method of local false discovery rate estimation designed for genome-wide association data analysis	1
A predictive model for planning emergency events rescue during COVID-19 in Lombardy, Italy	1
A multilevel structured latent curve model for disaggregating student and school contributions to learning	1
Estimating regional unemployment with mobile network data for Functional Urban Areas in Germany	1
Quantile regression for count data: jittering versus regression coefficients modelling in the analysis of credits earned by university students after remote teaching	1
School climate and academic performance of Italian students: the role of disciplinary behaviour and parental involvement	1
Three-fold Fay–Herriot model for small area estimation and its diagnostics	1
Spare time use: profiles of Italian Millennials (beyond the media hype)	1
Markov models for duration-dependent transitions: selecting the states using duration values or duration intervals?	1
Generalized linear mixed model with bayesian rank likelihood	1
Estimators for ROC curves with missing biomarkers values and informative covariates	1
Transition models for count data: a flexible alternative to fixed distribution models	1
Improved wrong-model inference for generalized linear models for binary responses in the presence of link misspecification	1
On the predictive performance of a non-optimal action in hypothesis testing	1
Bayesian inference of multiple structural change models with asymmetric GARCH errors	1
Asymptotic properties of QMLE for seasonal threshold GARCH model with periodic coefficients	1
Hidden Markov models for longitudinal rating data with dynamic response styles	1
Bayesian local bandwidths in a flexible semiparametric kernel estimation for multivariate count data with diagnostics	1
Quantile varying-coefficient structural equation model	1
A flexible link for joint modelling longitudinal and survival data accounting for individual longitudinal heterogeneity	1
When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy	1
A Bayesian variable selection approach to longitudinal quantile regression	1
A unified approach to permutation testing for equivalence	1
Assessing maths learning gaps using Italian longitudinal data	1
The variation of the posterior variance and Bayesian sample size determination	1
Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation	1
Group penalized quantile regression	1
Efficacy and toxicity monitoring via Bayesian predictive probabilities in phase II clinical trials	0
Using poverty maps to improve the design of household surveys: the evidence from Tunisia	0
Double-calibration estimators accounting for under-coverage and nonresponse in socio-economic surveys	0
Permutation test of tail dependence	0
Nonparametric directional testing for multivariate problems in conjunction with a closed testing principle	0
Special issue on statistical analysis of networks	0
Alternative sensitivity analyses for regression estimates of treatment effects to unobserved confounding in binary and survival data	0
Extending graphical models for applications: on covariates, missingness and normality	0
Correction to: Semi‑supervised sentiment clustering on natural language	0
Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation	0
The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US.	0
Estimating the causal effect of timing on the reach of social media posts	0
The parsimonious Gaussian mixture models with partitioned parameters and their application in clustering	0
Dual frame design in agricultural surveys: reviewing roots and methodological perspectives	0
Quantile regression via the EM algorithm for joint modeling of mixed discrete and continuous data based on Gaussian copula	0
Mixture polarization in inter-rater agreement analysis: a Bayesian nonparametric index	0
What drives population ageing? A cointegration analysis	0
Sequential adaptive strategies for sampling rare clustered populations	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
Rejoinder to the discussion of “Bayesian graphical models for modern biological applications”	0
Comparison of short-term fertility intentions of albanian women in Italy with non-migrants in Albania and italian women	0
Impact measurement and dimension reduction of auxiliary variables in calibration estimator using the Shapley decomposition	0
A Bayesian approach for zero-modified Skellam model with Hamiltonian MCMC	0
Generalized residuals and outlier detection for ordinal data with challenging data structures	0
Evidences from survey data and fiscal data: nonresponse and measurement errors in annual incomes	0
Online job ads in Italy: a regional analysis of ICT professionals	0
Model detection and variable selection for mode varying coefficient model	0
Predictors of refraction prediction error after cataract surgery: a shared parameter model to account for missing post-operative measurements	0
Optimal sample size for estimating the mean concentration of invasive organisms in ballast water via a semiparametric Bayesian analysis	0
On the interpretation of inflated correlation path weights in concentration graphs	0
Multinomial Thompson sampling for rating scales and prior considerations for calibrating uncertainty	0
A multi-decomposition of Zenga-84 inequality index: an application to the disparity in CO$$_2$$ emissions in European countries	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Semi-supervised sentiment clustering on natural language texts	0
A Functional approach for constructing dynamic Composite Indicators	0
Iterative QML estimation for asymmetric stochastic volatility models	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
Special issue on Advanced statistical modeling and causal inference with complex data for better decision making	0
Trend and cycle decomposition of Markov switching (co)integrated time series	0
Quantile regression in random effects meta-analysis model	0
Pre-selection in cointegration-based pairs trading	0
The inextricable association of measurement errors and tax evasion as examined through a microanalysis of survey data matched with fiscal data: a case study	0
Correction to: Detecting economic insecurity in Italy: a latent transition modelling approach	0

Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Estimation and decomposition of food price inflation risk	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
A comparison between VAR processes jointly modeling GDP and Unemployment rate in France and Germany	0
Statistically validated coeherence and intensity in temporal networks of information flows	0
Community informed experimental design	0
Semiparametric transformation model in presence of cure fraction: a hierarchical Bayesian approach assuming the unknown hazards as latent factors	0
The sufficiency of the evidence, the relevancy of the evidence, and quantifying both with a single number	0
A new autoregressive process driven by explanatory variables and past observations: an application to PM 2.5	0
Improving state estimation through projection post-processing for activity recognition with application to football	0
Partial least square based approaches for high-dimensional linear mixed models	0
Correction to: RIF regression via sensitivity curves	0
Recycled two-stage estimation in nonlinear mixed effects regression models	0
Robust estimation in partially nonlinear models	0
A clustering procedure for mixed-type data to explore ego network typologies: an application to elderly people living alone in Italy	0
Calibrated Bayes factors under flexible priors	0
ARMA model checking with data-driven portmanteau tests	0
Entropy regularization in probabilistic clustering	0
On CUSUM test for dynamic panel models	0
Linear approximation of the Threshold AutoRegressive model: an application to order estimation	0
Networks as mediating variables: a Bayesian latent space approach	0
Confronting collinearity in environmental regression models: evidence from world data	0
Determining sample sizes for combined incident and prevalent cohort studies with and without follow-up	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Parameter estimation for Logistic errors-in-variables regression under case–control studies	0
RIF regression via sensitivity curves	0
Learning social networks from text data using covariate information	0
A multi-way analysis of similarity patterns in longevity improvements	0
Integrating probability and big non-probability samples data to produce Official Statistics	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Estimating causal effects of community health financing via principal stratification	0
Bayesian GARCH modeling of functional sports data	0
Joint modeling for longitudinal covariate and binary outcome via h-likelihood	0
Bayesian dynamic network actor models with application to South Korean COVID-19 patient movement data	0
Small area prediction of proportions and counts under a spatial Poisson mixed model	0
Estimating the prevalence of anemia rates among children under five in Peruvian districts with a small sample size	0
Dependence on a collection of Poisson random variables	0
A copula-based portrayal of the collider bias	0
Queue hurdle Coxian phase-type model for two-stage process of population-based cancer screening	0
Stacking-based neural network for nonlinear time series analysis	0
Clustering alternatives in preference-approvals via novel pseudometrics	0
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
The high school effect on students’ mobility choices	0
The Relative Fit measure for evaluating a blockmodel	0
Correction: Boosted-oriented probabilistic smoothing-spline clustering of series	0
A new cure rate frailty regression model based on a weighted Lindley distribution applied to stomach cancer data	0
Boosted-oriented probabilistic smoothing-spline clustering of series	0
A new Bayesian discrepancy measure	0
Selection of mixed copula for association modeling with tied observations	0
Weighting estimation under bipartite incidence graph sampling	0
Constrained optimization for addressing spatial heterogeneity in principal component analysis: an application to composite indicators	0
A dynamic network model to measure exposure concentration in the Austrian interbank market	0
2-step Gradient Boosting approach to selectivity bias correction in tax audit: an application to the VAT gap in Italy	0
Supervised classification of spatial epidemics incorporating infection time uncertainty	0
Model-based clustering via mixtures of unrestricted skew normal factor analyzers with complete and incomplete data	0
Point and probabilistic forecast reconciliation for general linearly constrained multiple time series	0
Optimal two-stage spatial sampling design for estimating critical parameters of SARS-CoV-2 epidemic: Efficiency versus feasibility	0
Identification of neighborhood clusters on data balanced by a poset-based approach	0
Hessian orderings of multivariate normal variance-mean mixture distributions and their applications in evaluating dependent multivariate risk portfolios	0
Bayesian isotonic logistic regression via constrained splines: an application to estimating the serve advantage in professional tennis	0
Assessing individual skill influence on housework time of Italian women: an endogenous-switching approach	0
Correction to: On the equivalence of conglomerability and disintegrability for unbounded random variables	0
Nonparametric estimation of the distribution of gap times for recurrent events	0
Understanding relationships with the Aggregate Zonal Imbalance using copulas	0
A note on simultaneous calibrated prediction intervals for time series	0
A flexible Bayesian variable selection approach for modeling interval data	0
Discussion to: Bayesian Graphical Models for Modern Biological Applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo	0
Model-assisted calibration with SCAD to estimated control for non-probability samples	0
Trend resistant balanced bipartite block designs	0
Publisher Correction to: Goodness-of-fit test for α-stable distribution based on the quantile conditional variance statistics	0
Alternative fixed-effects panel model using weighted asymmetric least squares regression	0
Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings	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
Correction: Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification	0