Asta-Advances in Statistical Analysis

Papers
(The median citation count of Asta-Advances in Statistical Analysis is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
A Bayesian nonparametric multi-sample test in any dimension39
Editorial special issue: Bridging the gap between AI and Statistics26
Zero-modified count time series modeling with an application to influenza cases18
On dealing with the unknown population minimum in parametric inference15
Deducing neighborhoods of classes from a fitted model12
Correction to: Local spatial log-Gaussian Cox processes for seismic data11
Hierarchical Bayes modelling of penalty conversion rates of Bundesliga players10
Fuzzy group fixed-effects estimation with spatial clustering9
Conditional feature importance for mixed data8
Describing a landscape we are yet discovering8
Model-based clustering via new parsimonious mixtures of heavy-tailed distributions7
A two-part beta regression with mismeasured dependent variable for modeling quasi-formal employment in Europe7
On the role of data, statistics and decisions in a pandemic7
Addressing non-normality in multivariate analysis using the t-distribution6
Assessment of agricultural sustainability in European Union countries: a group-based multivariate trajectory approach6
Bernstein flows for flexible posteriors in variational Bayes6
A novel bootstrap goodness-of-fit test for normal linear regression models5
Correction to: Assessment of agricultural sustainability in European Union countries: a group-based multivariate trajectory approach5
Functional data analysis for wearable sensor data: a systematic review5
Local spatial log-Gaussian Cox processes for seismic data5
Discussion on On the role of data, statistics and decisions in a pandemic5
Post-processing for Bayesian analysis of reduced rank regression models with orthonormality restrictions5
Comment on: On the role of data, statistics and decisions in a pandemic statistics for climate protection and health—dare (more) progress!5
A spatio-temporal model for binary data and its application in analyzing the direction of COVID-19 spread5
Anisotropic local covariance matrices for spatial blind source separation5
Evaluation of available techniques and their combinations to address selection bias in nonprobability surveys5
On random coefficient INAR processes with long memory4
Density estimation via Bayesian inference engines4
A self-exciting spatio-temporal model with a smooth space-time-varying productivity parameter4
Authors’ response: on the role of data, statistics and decisions in a pandemic3
Correction: Bayesian ridge regression for survival data based on a vine copula-based prior3
Small area estimation of socioeconomic indicators for sampled and unsampled domains3
Editorial special issue: Statistics in sports3
Estimating the Impact of Medical Care Usage on Work Absenteeism by a Trivariate Probit Model with Two Binary Endogenous Explanatory Variables3
Multiple imputation of ordinal missing not at random data3
Variational inference: uncertainty quantification in additive models3
Group sparse recovery via group square-root elastic net and the iterative multivariate thresholding-based algorithm2
Mixtures of generalized normal distributions and EGARCH models to analyse returns and volatility of ESG and traditional investments2
Markov-switching decision trees2
Integrated modified harmonic mean method for spatial panel data models2
Diagnostic checking of multiple imputation models2
Nowcasting GDP using machine learning methods2
Robust Bayesian small area estimation using the sub-Gaussian $$\alpha$$-stable distribution for measurement error in covariates2
Publisher Correction: Deducing neighborhoods of classes from a fitted model2
Ridge regularization for spatial autoregressive models with multicollinearity issues2
Contextual movement models based on normalizing flows2
Weighted likelihood methods for robust fitting of wrapped models for p-torus data2
Distributional properties of continuous time processes: from CIR to bates2
Hidden-Markov models for ordinal time series2
Sequential estimation of multivariate factor stochastic volatility models2
Having a ball: evaluating scoring streaks and game excitement using in-match trend estimation2
A dynamic causal modeling of the second outbreak of COVID-19 in Italy2
Testing distributional assumptions in CUB models for the analysis of rating data2
Mixture of experts distributional regression: implementation using robust estimation with adaptive first-order methods2
The Probabilistic Final Standing Calculator: a fair stochastic tool to handle abruptly stopped football seasons2
Editorial2
Testing for the presence of treatment effect under selection on observables1
A quantile regression perspective on external preference mapping1
Classes of probability measures built on the properties of Benford’s law1
Spillovers effects and temporal dynamics on the impact of renewables on labour force: a world perspective1
Change point detection in high dimensional covariance matrix using Pillai’s statistics1
Bias-corrected estimation for $$\mathcal{G}^0_I$$ regression with applications1
Beyond catastrophic payments: modeling household health expenditure shares with endogenous selection1
Bayesian generalized additive model selection including a fast variational option1
Integration of model-based recursive partitioning with bias reduction estimation: a case study assessing the impact of Oliver’s four factors on the probability of winning a basketball game1
Calibrated imputation for multivariate categorical data1
A spatial semiparametric M-quantile regression for hedonic price modelling1
Improving the causal treatment effect estimation with propensity scores by the bootstrap1
A note on sufficient dimension reduction with post dimension reduction statistical inference1
GPS data on tourists: a spatial analysis on road networks1
Statistical guarantees for sparse deep learning1
Tests of stochastic dominance with repeated measurements data1
Exploring the spatial clustering and spillover effects of COVID-19 vaccination uptake in Romania: an analysis at municipality level1
Hedonic pricing modelling with unstructured predictors: an application to Italian Fashion Industry1
Estimation of final standings in football competitions with a premature ending: the case of COVID-191
High-dimensional confounding adjustment in causal inference1
Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox models1
Goodness-of-fit testing in bivariate count time series based on a bivariate dispersion index1
Correlation-type goodness-of-fit tests based on independence characterizations1
Component-based structural equation modeling for the assessment of psycho-social aspects and performance of athletes1
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