Computational Statistics

Article	Citations
What is an optimal value of k in k-fold cross-validation in discrete Bayesian network analysis?	146
Bayesian survival analysis for adaptive Type-II progressive hybrid censored Hjorth data	28
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features	28
Analysis of type I and II error rates of Bayesian and frequentist parametric and nonparametric two-sample hypothesis tests under preliminary assessment of normality	16
Advanced algorithms for penalized quantile and composite quantile regression	15
A chi-square goodness-of-fit test for continuous distributions against a known alternative	15
A Bayesian perspective of statistical machine learning for big data	15
Measuring and testing interdependence among random vectors based on Spearman’s $$\rho $$ and Kendall’s $$\tau $$	14
Inference and optimal censoring scheme for progressively Type-II censored competing risks model for generalized Rayleigh distribution	14
Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models	14
Meta-analysis of individual patient data with semi-competing risks under the Weibull joint frailty–copula model	13
A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets	12
BEST: a decision tree algorithm that handles missing values	12
Analysis of progressive type-II censored gamma distribution	10
Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients	10
Bayesian inference of nonlinear hysteretic integer-valued GARCH models for disease counts	10
The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition	10
Unconstrained representation of orthogonal matrices with application to common principal components	9
Likelihood-based analysis of doubly-truncated data under the location-scale and AFT model	9
Adaptive spline fitting with particle swarm optimization	9
A time series model based on dependent zero inflated counting series	9
Comprehensive world university ranking based on ranking aggregation	9
Shapiro-Wilk test for multivariate skew-normality	9
Maximum likelihood estimation based on ranked set sampling designs for two extensions of the Lindley distribution with uncensored and right-censored data	8
A modified Canny edge detector based on weighted least squares	8

Estimating the number of clusters via a corrected clustering instability	8
Compositional splines for representation of density functions	8
Variables skip-lot sampling plans on the basis of process capability index for products with a low fraction of defectives	8
Feature screening based on distance correlation for ultrahigh-dimensional censored data with covariate measurement error	7
Distribution-free goodness-of-fit tests for the Pareto distribution based on a characterization	7
A Bayesian quantile regression approach to multivariate semi-continuous longitudinal data	7
Statistical inference for two Lindley populations under balanced joint progressive type-II censoring scheme	7
The 2016 Data Challenge of the American Statistical Association	7
Estimation of parameters in multivariate wrapped models for data on a p-torus	7
A partial least squares approach for function-on-function interaction regression	7
Bayesian wavelet shrinkage with beta priors	7
The two-sample problem via relative belief ratio	6
Objective Bayesian analysis for generalized exponential stress–strength model	6
Modified empirical likelihood-based confidence intervals for data containing many zero observations	6
An accelerated EM algorithm for mixture models with uncertainty for rating data	6
Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data	6
Optimal subsample selection for massive logistic regression with distributed data	6
Jump Markov chains and rejection-free Metropolis algorithms	6
Usage of the GO estimator in high dimensional linear models	6
Maximum likelihood estimation for scale-shape mixtures of flexible generalized skew normal distributions via selection representation	5
Optimal imputation of the missing data using multi auxiliary information	5
GSDAR: a fast Newton algorithm for $$\ell _0$$ regularized generalized linear models with statistical guarantee	5
Multimodal information gain in Bayesian design of experiments	5
Moving dynamic principal component analysis for non-stationary multivariate time series	5
Direct statistical inference for finite Markov jump processes via the matrix exponential	5
On matching confidence intervals and tests for some discrete distributions: methodological and computational aspects	5
Using reference models in variable selection	5
Consistent second-order discrete kernel smoothing using dispersed Conway–Maxwell–Poisson kernels	5
Penalized weighted composite quantile regression for partially linear varying coefficient models with missing covariates	5
Transformation mixture modeling for skewed data groups with heavy tails and scatter	5
Statistical inference for mixture GARCH models with financial application	5
Computational advances for spatio-temporal multivariate environmental models	5
Reliability inference for multicomponent stress–strength model from Kumaraswamy-G family of distributions based on progressively first failure censored samples	5
Fast simulation of tempered stable Ornstein–Uhlenbeck processes	5
Nonparametric estimation of a distribution function from doubly truncated data under dependence	5
The 2019 data challenge expo of the American Statistical Association	4
Estimation and diagnostic for partially linear models with first-order autoregressive skew-normal errors	4
On the transition laws of p-tempered $$\alpha $$-stable OU-processes	4
Designing robust modified R control charts for asymmetric distributions under ranked set and median ranked set sampling	4
Influence function-based confidence intervals for the Kendall rank correlation coefficient	4
Models for autoregressive processes of bounded counts: How different are they?	4
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients	4
Predictive modeling of maximum injury severity and potential economic cost in a car accident based on the General Estimates System data	4
A method for computing tolerance intervals for a location-scale family of distributions	4
Genetic algorithm approach with an adaptive search space based on EM algorithm in two-component mixture Weibull parameter estimation	4
Time-dependent stress–strength reliability models based on phase type distribution	4
Estimation of parameters of logistic regression for two-stage randomized response technique	4
Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study	4
Adjusting the adjusted Rand Index	3
Linear models for multivariate repeated measures data with block exchangeable covariance structure	3

A new computational approach for estimation of the Gini index based on grouped data	3
A comparison of optimization solvers for log binomial regression including conic programming	3
Mixture cure rate models with neural network estimated nonparametric components	3
Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization	3
Algorithm for error-free determination of the variance of all contiguous subsequences and fixed-length contiguous subsequences for a sequence of industrial measurement data	3
Strong representations of the Kaplan–Meier estimator and hazard estimator with censored widely orthant dependent data	3
Multiple imputation and functional methods in the presence of measurement error and missingness in explanatory variables	3
On community structure validation in real networks	3
Bayesian tests of symmetry for the generalized Von Mises distribution	3
A new algorithm for fitting semi-parametric variance regression models	3
The 2017 Data Challenge of the American Statistical Association	3
Most recent changepoint detection in censored panel data	3
Accelerated failure time models for recurrent event data analysis and joint modeling	3
Implementation of a goodness-of-fit test through Khmaladze martingale transformation	3
Spatio-temporal change of support modeling with R	3
The higher-order PLS-SEM confirmatory approach for composite indicators of football performance quality	3
A computational validation for nonparametric assessment of spatial trends	3
Gumbel’s bivariate exponential distribution: estimation of the association parameter using ranked set sampling	3
Limitations and performance of three approaches to Bayesian inference for Gaussian copula regression models of discrete data	3
Methods for checking the Markov condition in multi-state survival data	3
Adaptive smoothing spline estimator for the function-on-function linear regression model	3
New classes of tests for the Weibull distribution using Stein’s method in the presence of random right censoring	3
The 8-parameter Fisher–Bingham distribution on the sphere	3
Bayesian selection of best subsets via hybrid search	3
Spatial CART classification trees	3
Adaptive step-length selection in gradient boosting for Gaussian location and scale models	3
On tests for symmetry and radial symmetry of bivariate copulas towards testing for ellipticity	3
Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach	3
Supervised classification of curves via a combined use of functional data analysis and tree-based methods	3
Household energy expenditure and consumption patterns in the United States	3
Bayesian inference for fractional Oscillating Brownian motion	2
bccp: an R package for life-testing and survival analysis	2
A new non-archimedean metric on persistent homology	2
Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution	2
An analysis of crash-safety ratings and the true assessment of injuries by vehicle	2
An algorithm of generating random number by wavelet denoising method and its application	2
Volatility forecasting using deep recurrent neural networks as GARCH models	2
Bayesian spectral density estimation using P-splines with quantile-based knot placement	2
Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis	2
Bayesian survival analysis of logistic exponential distribution for adaptive progressive Type-II censored data	2
A hybrid approach for the analysis of complex categorical data structures: assessment of latent distance learning perception in higher education	2
On the exact distribution of the likelihood ratio test statistic for testing the homogeneity of the scale parameters of several inverse Gaussian distributions	2
Controlling the familywise error rate when performing multiple comparisons in a linear latent variable model	2
Pretest and shrinkage estimators for log-normal means	2
Outlier detection under a covariate-adjusted exponential regression model with censored data	2
Model selection using PRESS statistic	2
Simultaneous Bayesian modelling of skew-normal longitudinal measurements with non-ignorable dropout	2
Clustering method for censored and collinear survival data	2
Smallest covering regions and highest density regions for discrete distributions	2
Uncertainty quantification and estimation of closed curves based on noisy data	2
Geometric ergodicity of a Metropolis-Hastings algorithm for Bayesian inference of phylogenetic branch lengths	2
Efficient particle smoothing for Bayesian inference in dynamic survival models	2
The modified maximum likelihood estimators for the parameters of the regression model under bivariate median ranked set sampling	2
Bayesian group selection with non-local priors	2
Permutation tests for mixed paired and two-sample designs	2
Parameter-wise co-clustering for high-dimensional data	2
Unified mean-variance feature screening for ultrahigh-dimensional regression	2
A fast regression via SVD and marginalization	2
A new approach to modeling the cure rate in the presence of interval censored data	2
Finite mixtures of skew Laplace normal distributions with random skewness	2
Estimation of distribution function using L ranked set sampling and robust extreme ranked set sampling with application to reliability	2
Robust estimation for the one-parameter exponential family integer-valued GARCH(1,1) models based on a modified Tukey’s biweight function	2
A semi-parametric Bayesian dynamic hurdle model with an application to the health and retirement study	2
Matrix-variate normal mean-variance Birnbaum–Saunders distributions and related mixture models	2
Factor dimension determination for panel interactive effects models: an orthogonal projection approach	2
A stationary bootstrap test about two mean vectors comparison with somewhat dense differences and fewer sample size than dimension	2
Variational approximation for importance sampling	2
Distributed identification of heterogeneous treatment effects	2
Bayesian joint-quantile regression	2
Reduced-bias estimation of spatial autoregressive models with incompletely geocoded data	2
Binary segmentation procedures using the bivariate binomial distribution for detecting streakiness in sports data	2
An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units	2
Statistical inference for Markov chains with applications to credit risk	2
Explainable Ensemble Trees	2
A dominance approach for comparing the performance of VaR forecasting models	2
Obtaining a threshold for the stewart index and its extension to ridge regression	2
Semi-supervised adapted HMMs for P2P credit scoring systems with reject inference	2
Tempered expectation-maximization algorithm for the estimation of discrete latent variable models	2
Economic design of memory-type control charts: The fallacy of the formula proposed by Lorenzen and Vance (1986)	2
The 2018 data challenge expo of the American statistical association	2

Hierarchical correction of p-values via an ultrametric tree running Ornstein-Uhlenbeck process	2
On goodness-of-fit testing for Burr type X distribution under progressively type-II censoring	2
Decomposition of the Gini index by income source for aggregated data and its applications	2
A new way for ranking functional data with applications in diagnostic test	2
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations	2
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach	2
On the empirical estimator of the boundary in inverse first-exit problems	2
Additive models with autoregressive symmetric errors based on penalized regression splines	2