Computational Statistics

Article	Citations
Solving linear Bayesian inverse problems using a fractional total variation-Gaussian (FTG) prior and transport map	43
BARMPy: Bayesian additive regression models Python package	42
Reducing the overfitting in the gROC curve estimation	26
Forecasting the cost of drought events in France by Super Learning from a short time series of many slightly dependent data	25
A software reliability model incorporating fault removal efficiency and it’s release policy	24
Bayesian diagnostics in a partially linear model with first-order autoregressive skew-normal errors	23
Efficient online estimation for nonparametric regression models with streaming data	23
GOLFS: feature selection via combining both global and local information for high dimensional clustering	21
An expectation conditional maximization algorithm for the skew-normal based stochastic frontier model	20
Generalised Bayesian sample copula of order m	19
Wavelet-based Bayesian approximate kernel method for high-dimensional data analysis	17
Novel matrix hit and run for sampling polytopes and its GPU implementation	15
Multiway clustering with time-varying parameters	14
Accuracy of precipitation forecasts: finding the right threshold for what is considered rain	12
Simultaneous confidence bands for multiple comparisons of several percentile lines	12
Network and attribute-based clustering of tennis players and tournaments	10
Asymptotic properties of kernel density and hazard rate function estimators with censored widely orthant dependent data	10
FlexReg: an R package for fitting a general class of mixture regression models with bounded responses in a Bayesian framework	9
Conformal outlier detection for multivariate functional data	9
Large-scale dependent multiple testing via hidden semi-Markov models	9
Imbalanced data sampling design based on grid boundary domain for big data	9
Estimation and model selection of heterogeneous mixture distributions: an ECME algorithm-based approach	9
Quicksort leave-pair-out cross-validation for ROC curve analysis	9
Area-based epigraph and hypograph indices for functional outlier detection	9
Generalized Reduced K–Means	9

Robust matrix factor analysis method with adaptive parameter adjustment using Cauchy weighting	8
Mixture models for simultaneous classification and reduction of three-way data	8
A community detection algorithm based on spectral co-clustering and weight self-adjustment in attributed stochastic co-block models	8
Statistical visualisation of tidy and geospatial data in R via kernel smoothing methods in the eks package	8
Kendall correlations and radar charts to include goals for and goals against in soccer rankings	8
A model-based restricted shapley value to measure the players’ contribution to shot actions in football	7
Informative right censoring in nonparametric survival models	7
Matrix-variate normal mean-variance Birnbaum–Saunders distributions and related mixture models	7
Conditional sufficient variable selection with prior information	7
Expectile regression averaging method for probabilistic forecasting of electricity prices	7
Confidence intervals for Random Forest permutation importance with missing data	7
Site-specific nitrogen recommendation: fast, accurate, and feasible Bayesian kriging	7
Identification of genes shared between sedentary behaviour and inflammation: a bivariate genetic correlation analysis	6
Derandomized Truncated D-vine Copula Knockoffs with e-values to control the false discovery rate	6
The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning	6
Intrinsic geometry-inspired dependent toroidal distribution: application to regression model for astigmatism data	6
Modeling of long-term survival data with unobserved dispersion via neural network	6
A pivot-based simulated annealing algorithm to determine oblique splits for decision tree induction	6
Forecasting the opening goal in second-half of a football match: Bayesian and frequentist perspectives	6
Sequential linear regression for conditional mean imputation of longitudinal continuous outcomes under reference-based assumptions	6
A flexible two-piece normal dynamic linear model	6
Nonparametric estimation of expected shortfall for α-mixing financial losses	6
The 2019 data challenge expo of the American Statistical Association	5
Finite mixture of regression models for censored data based on the skew-t distribution	5
A bootstrap-enhanced fisher scoring algorithm for parameter estimation in state-space models	5
Goodness-of-fit test procedures for degradation data	5
A bootstrap test for threshold effects in a diffusion process	5
The corrected likelihood approach for adjusting measurement error in Cox’s model	5
Differentiated uniformization: a new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models	5
The concordance filter: an adaptive model-free feature screening procedure	5
Fast inference in copula models with categorical explanatory variables using the one-step procedure	5
Correction: Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization	5
Copula hidden Markov model with unknown number of states	5
Convergence of the CUSUM estimation for a mean shift in linear processes with random coefficients	5
High-dimensional penalized Bernstein support vector classifier	5
An effective method for identifying clusters of robot strengths	5
Improving upon the effective sample size based on Godambe information for block likelihood inference	5
Functional regression models with functional response: a new approach and a comparative study	5
On the simulation of truncated stable distributions: a correction to the literature	5
Analysis of excess deaths from COVID-19 in El Salvador through time series	5
Nonparametric binary regression models with spherical predictors based on the random forests kernel	5
Using the Krylov subspace formulation to improve regularisation and interpretation in partial least squares regression	5
Finite mixture of regression models based on multivariate scale mixtures of skew-normal distributions	5
A new approach to nonparametric estimation of multivariate spectral density function using basis expansion	5
A novel unit exponential regression model with improved estimation method under multicollinearity	4
Robust Bayesian structure learning for graphical models with T-distributions using G-Wishart prior	4
Spline estimation for a partial linear rate model of recurrent event with intermittently observed covariates	4
A general stream sampling design	4
FRODO: a novel approach to micro–macro multilevel regression	4
Semi-proximal ADMM for fused Lasso penalized least absolute deviation in partially linear model	4

The power of visualizing distributional differences: formal graphical n-sample tests	4
Variable selection via non-convex group penalization for high-dimensional nonparametric additive panel data models with fixed effects	4
Variational Bayesian Lasso for spline regression	4
A model-based approach to shot charts estimation in basketball	4
On the simulation of general multivariate gamma distributions using Dickman approximations	4
Bayesian adaptive lasso quantile regression with non-ignorable missing responses	4
Classifying for images based on the extracted probability density function and the quasi Bayesian method	4
QMSLV: a gretl package for quasi maximum likelihood estimation of stochastic volatility models	4
Two-sample mean vector projection test in high-dimensional data	4
Renewable learning for multiplicative regression with streaming datasets	4
Profile transformations for reciprocal averaging and singular value decomposition	4
Deterministic subsampling for logistic regression with massive data	4
The game beyond the field: on football players’ performance through social media, sentiment and topic analysis	4
A robust mixed-effects quantile regression model using generalized Laplace mixtures to handle outliers and skewness	4
Multi-pass Bayesian estimation: a robust Bayesian method	4
Golf strategy optimization and the “Drive for show, putt for dough” adage	4
Two-sample Behrens–Fisher problems for high-dimensional data: a normal reference F-type test	4
Robust expert mixtures: handling censored data with normal mean-variance mixture distributions	4
Multi-step estimators and shrinkage effect in time series models	4
Housing variables and immigration: an exploratory analysis in New York City	4
Sparse Bayesian learning with automatic-weighting Laplace priors for sparse signal recovery	4
Kernel density estimation by stagewise algorithm with a simple dictionary	4
On exhaustive sufficient dimension reduction methods for massive datasets	4
A new class of median estimators using auxiliary information under PPS sampling: theoretical properties and empirical evaluation	4
Exploring local explanations of nonlinear models using animated linear projections	4
On four-way CP model estimation efficiency	4
A hybrid approach for the analysis of complex categorical data structures: assessment of latent distance learning perception in higher education	3
On the estimation of partially observed continuous-time Markov chains	3
Learning causal graphs using variable grouping according to ancestral relationship	3
Introducing Weighted Triad Census through Peeling Algorithm. An Application to Football Passing Networks	3
Rank estimation for the function-on-scalar model	3
Penalized function-on-function linear quantile regression	3
Distributed Generalized Linear Models: A Privacy-Preserving Approach	3
Gaussian variational approximation for Bayesian Lasso quantile regression model with zero-or-one inflated proportional data	3
Household energy expenditure and consumption patterns in the United States	3
Finding exclusive peak with permutation testing	3
Fast and consistent algorithm for the latent block model	3
Balanced random assignments for multiple treatment groups using the Cube method	3
INet for network integration	3
Controlling the false discovery rate by a Latent Gaussian Copula Knockoff procedure	3
Generalized linear model based on latent factors and supervised components	3
Sparse estimation of linear model via Bayesian method$$^*$$	3
Bayes estimation of ratio of scale-like parameters for inverse Gaussian distributions and applications to classification	3
Fast MMPTs: a fast approximate sampler toward a mixture of multivariate Polya trees	3
Computing T-optimal designs via nested semi-infinite programming and twofold adaptive discretization	3
An adaptive importance sampling for locally stable point processes	3
Iterative causal discovery uncovers dynamic effects in wearable exercise data	3
Bayesian nonparametric hypothesis testing methods on multiple comparisons	3
Bayesian model averaging for VAR models: gretl-based implementation	3
Deep neural network estimation of average treatment effects based on quantile regression	3
Frequentist model averaging in the generalized multinomial logit model	3
An efficient alternating direction algorithm for high-dimensional basis precision matrix estimation via lasso penalized D-trace loss	3
Fitting concentric elliptical shapes under general model	3
Using nomination sampling in estimating the area under the ROC curve	3
Density estimation for log-transformed data	3
A theory of contrasts for modified Freeman–Tukey statistics and its applications to Tukey’s post-hoc tests for contingency tables	3
Probabilistic learning constrained by realizations using a weak formulation of Fourier transform of probability measures	3
Matrix-valued AutoRegressive (MAR) models in gretl	3
Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting	3
Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution	3
Enhancing the interpretability of non-linear proportional hazard models introducing ghost variables	3
Robust testing based on density power divergence for comparing multiple means in the ANCOVA model	2
A locally sequentially reweighted gradient descent estimator to enhance statistical efficiency for decentralized federated learning	2
An adaptive triple-shrinkage framework for linear models with oracle properties	2
Partial membership models for soft clustering of multivariate football player performance data	2
Modal regression models based on B-splines	2
Survival modeling of goal arrival times in English premier league	2
Inference and expected total test time for step-stress life test in the presence of complementary risks and incomplete data	2
A subspace aggregating algorithm for accurate classification	2
Sparse online principal component analysis for parameter estimation in factor model	2
Bayesian optimal design for $$2 \times 2$$ binary crossover trials using copula	2
Variable selection method based on BIC with consistency for non-zero partial correlations under a large-dimensional setting	2
Estimation and inference of high-dimensional partially linear spatial autoregressive models with linear constraints	2
Linear-quadratic quantile regression model with a change point due to a threshold covariate	2
Clustering data with values missing at random using scale mixtures of multivariate skew-normal distributions	2
Correction: Non-parametric entropy tests for Spatial dependence	2
Influence function-based confidence intervals for the Kendall rank correlation coefficient	2
Nonparametric derivative estimation with bimodal kernels under correlated errors	2
Parameter-expanded ECME algorithms for logistic and penalized logistic regression	2
Performance of evaluation metrics for classification in imbalanced data	2

A Bayesian approach for clustering and exact finite-sample model selection in longitudinal data mixtures	2
Bounds in Wasserstein distance for locally stationary functional time series	2
Scoring probability maps in the basketball court with Indicator Kriging estimation	2
Maximizing adjusted covariance: new supervised dimension reduction for classification	2
Quasi-likelihood-based EM algorithm for regime-switching SDE	2
Bayesian multivariate smoothing spline approach for yield curve joint estimation across bond types	2
Bayesian survival analysis of logistic exponential distribution for adaptive progressive Type-II censored data	2
Multivariate nonnegative trigonometric sums distributions for high-dimensional multivariate circular data	2
Approximating income inequality dynamics given incomplete information: an upturned Markov chain model	2
Analysis of gender equality in US college sports’ funding via spatial clustering	2
Hypothesis testing in Cox models when continuous covariates are dichotomized: bias analysis and bootstrap-based test	2
Right-censored models on massive data	2
Monitoring time dependent image processes for detecting shifts in pixel intensities	2
Bootstrapping binary GEV regressions for imbalanced datasets	2
A simulation model to analyze the behavior of a faculty retirement plan: a case study in Mexico	2
Polynomial whitening for high-dimensional data	2
Robust Bayesian variable selection for the quantile varying coefficient model	2
Fast Bayesian basis selection for functional data representation with correlated errors	2
A Newton-based variant of Exclusive Lasso for improved sparse solutions	2
An algorithm for generating efficient block designs via a novel particle swarm approach	2
Density estimation and conditional density estimation via a least squares reconstruction method	2
First exit and Dirichlet problem for the nonisotropic tempered $$\alpha$$-stable processes	2
Hierarchical relations among principal component and factor analysis procedures elucidated from a comprehensive model	2
An attribute-based Node2Vec model for dynamic community detection on co-authorship network	2
On the effectiveness of partially deterministic Bayesian neural networks	2
Optimal designs for longitudinal trials with discrete-time survival endpoints	2
FPDclustering: a comprehensive R package for probabilistic distance clustering based methods	2
Testing procedures based on maximum likelihood estimation for marked Hawkes processes	2
A novel hybrid framework for forecasting stock indices based on the nonlinear time series models	2
Flexible scale mixtures of skewed generalized normal distributions: properties and inference	2
Unsupervised learning on U.S. weather forecast performance	2
Optimal subsampling algorithm for composite quantile regression with distributed data	2
On the time of corner kicks in soccer: an analysis of event history data	2
Estimating the signal dimension in multivariate time series using augmented second order source separation methods	2
An expectation maximization algorithm for the hidden markov models with multiparameter student-t observations	2
Sparse Bayesian multidimensional scaling(s)	2
Deep support vector quantile regression with non-crossing constraints	2
Bayesian analysis of spherically parameterized dynamic multivariate stochastic volatility models	2
Lasso multinomial performance indicators for in-play basketball data	2
Bayesian multilevel logistic regression models: a case study applied to the results of two questionnaires administered to university students	2
Comparing the diagnostic performance of methods used in a full-factorial design multi-reader multi-case studies	2
Outer-product-of-gradient approach based on random forests Kernel and its application for classification	2
Immigrant residency and happiness in New York City	2
Policy evaluation using model over-fitting: the Nordic case	2
A comparative study of sampling techniques for generating correlated multivariate normal random variates	2
A distribution-free control chart for joint monitoring of location and scale in finite horizon productions	2
Parameter-wise co-clustering for high-dimensional data	2
Change point detection using Bayesian adaptive LASSO quantile regression	2
Applications of resampling methods in multivariate Liu estimator	2
A reduced basis decomposition approach to efficient data collection in pairwise comparison studies	2
Latent class analysis by regularized spectral clustering	1
Nonparametric confidence intervals for generalized Lorenz curve using modified empirical likelihood	1
Voting based optimized deep ensemble model: an effective visual and textual fusion for recognition of face emotions	1
Pretest and shrinkage estimators for log-normal means	1
Optimizing the accuracy of stock price prediction: accessing the prospects of LSTM with geometric mean layer normalization	1
Adaptive tests for ANOVA in Fisher–von Mises–Langevin populations under heteroscedasticity	1
Enhancing univariate time series forecasting: a general tree-based model selection approach	1
Leveraging single-case results to Bayesian hierarchical modelling	1
Two-stage unrelated randomized response model to estimate the prevalence of a sensitive attribute	1
Analysis for left-truncated and right-censored competing risks data from marshall-olkin bivariate generalized lifetime family	1
Weather fluctuations and the (German) industrial sector	1
Simultaneous subgroup identification and variable selection for high dimensional data	1
Exact inference for progressively Type-I censored step-stress accelerated life test under interval monitoring	1
R-estimation in linear models: algorithms, complexity, challenges	1
Computer algorithms of lower-order confounding in regular designs	1
Clustering directional data through depth functions	1
Interpretable contour level selection for heat maps for gridded data	1
Two-parameter link functions, with applications to negative binomial, Weibull and quantile regression	1
Overlapping coefficient in network-based semi-supervised clustering	1
Quantile regression with interval-censored data in questionnaire-based studies	1
On the CTA-PLS test for hierarchical models: an application to the football player’s performance	1
Robust estimation for the one-parameter exponential family integer-valued GARCH(1,1) models based on a modified Tukey’s biweight function	1
Partially functional linear expectile regression model with missing observations	1
A machine learning based regulatory risk index for cryptocurrencies	1
Quantile adaptive feature screening for ultra-high dimensional longitudinal heterogeneous data	1
Threshold effect in varying coefficient models with unknown heteroskedasticity	1
Pair programming with ChatGPT for sampling and estimation of copulas	1
A batch process for high dimensional imputation	1
Fuzzy clustering of time series based on weighted conditional higher moments	1
Advancements in reliability estimation for the exponentiated Pareto distribution: a comparison of classical and Bayesian methods with lower record values	1
Deep learning based posterior sampling for high-dimensional linear inverse problems	1
Group sparse sufficient dimension reduction: a model-free group variable selection method	1
A powerful penalized multinomial logistic regression approach	1
Poisson subsampling for large-scale functional data analysis	1
Bayesian sequential probability ratio test for vaccine efficacy trials	1
Alternative ranking measures to predict international football results	1
An extended approach for the generalized powered uniform distribution	1
A framework to efficiently smooth L1 penalties for linear regression	1
Advanced data analysis with gretl	1
Random forest based quantile-oriented sensitivity analysis indices estimation	1
A Metropolis–Hastings Robbins–Monro algorithm via variational inference for estimating the multidimensional graded response model: a calculationally efficient estimation scheme to deal with complex te	1
Target-aware Bayesian inference via generalized thermodynamic integration	1
Robust estimation of functional factor models with functional pairwise spatial signs	1
Robust image segmentation using EM-based models with TV regularization and alpha-stable distributions	1
Some new invariant sum tests and MAD tests for the assessment of Benford’s law	1