Computational Statistics

Article	Citations
What is an optimal value of k in k-fold cross-validation in discrete Bayesian network analysis?	154
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features	34
Bayesian survival analysis for adaptive Type-II progressive hybrid censored Hjorth data	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	17
Advanced algorithms for penalized quantile and composite quantile regression	16
A chi-square goodness-of-fit test for continuous distributions against a known alternative	16
Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models	15
Inference and optimal censoring scheme for progressively Type-II censored competing risks model for generalized Rayleigh distribution	14
Analysis of progressive type-II censored gamma distribution	14
A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets	12
Bayesian inference of nonlinear hysteretic integer-valued GARCH models for disease counts	12
Adaptive spline fitting with particle swarm optimization	11
Estimation of parameters in multivariate wrapped models for data on a p-torus	11
Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients	11
The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition	11
Compositional splines for representation of density functions	11
Shapiro-Wilk test for multivariate skew-normality	11
Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data	10
Comprehensive world university ranking based on ranking aggregation	10
Likelihood-based analysis of doubly-truncated data under the location-scale and AFT model	9
A modified Canny edge detector based on weighted least squares	9
Unconstrained representation of orthogonal matrices with application to common principal components	9
Optimal subsample selection for massive logistic regression with distributed data	8
A partial least squares approach for function-on-function interaction regression	8
Variables skip-lot sampling plans on the basis of process capability index for products with a low fraction of defectives	8

Statistical inference for two Lindley populations under balanced joint progressive type-II censoring scheme	8
Objective Bayesian analysis for generalized exponential stress–strength model	8
A Bayesian quantile regression approach to multivariate semi-continuous longitudinal data	8
Feature screening based on distance correlation for ultrahigh-dimensional censored data with covariate measurement error	8
Estimating the number of clusters via a corrected clustering instability	8
Distribution-free goodness-of-fit tests for the Pareto distribution based on a characterization	8
Reliability inference for multicomponent stress–strength model from Kumaraswamy-G family of distributions based on progressively first failure censored samples	7
The 2016 Data Challenge of the American Statistical Association	7
An accelerated EM algorithm for mixture models with uncertainty for rating data	7
Bayesian wavelet shrinkage with beta priors	7
Jump Markov chains and rejection-free Metropolis algorithms	7
Using reference models in variable selection	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
Statistical inference for mixture GARCH models with financial application	5
Moving dynamic principal component analysis for non-stationary multivariate time series	5
Consistent second-order discrete kernel smoothing using dispersed Conway–Maxwell–Poisson kernels	5
Nonparametric estimation of a distribution function from doubly truncated data under dependence	5
Direct statistical inference for finite Markov jump processes via the matrix exponential	5
Optimal imputation of the missing data using multi auxiliary information	5
Multimodal information gain in Bayesian design of experiments	5
GSDAR: a fast Newton algorithm for $$\ell _0$$ regularized generalized linear models with statistical guarantee	5
Adjusting the adjusted Rand Index	5
Bayesian survival analysis of logistic exponential distribution for adaptive progressive Type-II censored data	5
Bayesian selection of best subsets via hybrid search	5
Computational advances for spatio-temporal multivariate environmental models	5
Fast simulation of tempered stable Ornstein–Uhlenbeck processes	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
Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization	4
Mixture cure rate models with neural network estimated nonparametric components	4
The higher-order PLS-SEM confirmatory approach for composite indicators of football performance quality	4
Estimation of parameters of logistic regression for two-stage randomized response technique	4
Supervised classification of curves via a combined use of functional data analysis and tree-based methods	4
A method for computing tolerance intervals for a location-scale family of distributions	4
Clustering method for censored and collinear survival data	4
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
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients	4
On the transition laws of p-tempered $$\alpha $$-stable OU-processes	4
Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study	4
Bayesian spectral density estimation using P-splines with quantile-based knot placement	4
Genetic algorithm approach with an adaptive search space based on EM algorithm in two-component mixture Weibull parameter estimation	4
Strong representations of the Kaplan–Meier estimator and hazard estimator with censored widely orthant dependent data	4
Time-dependent stress–strength reliability models based on phase type distribution	4
Spatial CART classification trees	4
Predictive modeling of maximum injury severity and potential economic cost in a car accident based on the General Estimates System data	4
Bayesian tests of symmetry for the generalized Von Mises distribution	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

Efficient particle smoothing for Bayesian inference in dynamic survival models	3
Spatio-temporal change of support modeling with R	3
An algorithm of generating random number by wavelet denoising method and its application	3
Household energy expenditure and consumption patterns in the United States	3
Semi-supervised adapted HMMs for P2P credit scoring systems with reject inference	3
A new approach to modeling the cure rate in the presence of interval censored data	3
Matrix-variate normal mean-variance Birnbaum–Saunders distributions and related mixture models	3
Methods for checking the Markov condition in multi-state survival data	3
Reduced multidimensional scaling	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
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers	3
Adaptive step-length selection in gradient boosting for Gaussian location and scale models	3
Limitations and performance of three approaches to Bayesian inference for Gaussian copula regression models of discrete data	3
On community structure validation in real networks	3
Robust estimation for the one-parameter exponential family integer-valued GARCH(1,1) models based on a modified Tukey’s biweight function	3
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations	3
Model selection using PRESS statistic	3
Obtaining a threshold for the stewart index and its extension to ridge regression	3
Most recent changepoint detection in censored panel data	3
Accelerated failure time models for recurrent event data analysis and joint modeling	3
Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach	3
A computational validation for nonparametric assessment of spatial trends	3
A new algorithm for fitting semi-parametric variance regression models	3
On tests for symmetry and radial symmetry of bivariate copulas towards testing for ellipticity	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
Gumbel’s bivariate exponential distribution: estimation of the association parameter using ranked set sampling	3
The 2017 Data Challenge of the American Statistical Association	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
Unified mean-variance feature screening for ultrahigh-dimensional regression	2
A semi-parametric Bayesian dynamic hurdle model with an application to the health and retirement study	2
A new way for ranking functional data with applications in diagnostic test	2
Outlier detection under a covariate-adjusted exponential regression model with censored data	2
Multivariate mixed Poisson Generalized Inverse Gaussian INAR(1) regression	2
Distributed identification of heterogeneous treatment effects	2
Nomclust 2.0: an R package for hierarchical clustering of objects characterized by nominal variables	2
Reduced-bias estimation of spatial autoregressive models with incompletely geocoded data	2
A stationary bootstrap test about two mean vectors comparison with somewhat dense differences and fewer sample size than dimension	2
Bayesian joint-quantile regression	2
Fair evaluation of classifier predictive performance based on binary confusion matrix	2
A pth-order random coefficients mixed binomial autoregressive process with explanatory variables	2
An analysis of the impact of rent control on New York City housing	2
The modified maximum likelihood estimators for the parameters of the regression model under bivariate median ranked set sampling	2
An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units	2
A fast regression via SVD and marginalization	2
Bayesian joint inference for multivariate quantile regression model with L$$_{1/2}$$ penalty	2
Volatility forecasting using deep recurrent neural networks as GARCH models	2
Economic design of memory-type control charts: The fallacy of the formula proposed by Lorenzen and Vance (1986)	2
Controlling the familywise error rate when performing multiple comparisons in a linear latent variable model	2
Bayesian bridge-randomized penalized quantile regression for ordinal longitudinal data, with application to firm’s bond ratings	2
Decomposition of the Gini index by income source for aggregated data and its applications	2
On goodness-of-fit testing for Burr type X distribution under progressively type-II censoring	2
Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering	2
Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis	2
Additive models with autoregressive symmetric errors based on penalized regression splines	2
Variational approximation for importance sampling	2
On the empirical estimator of the boundary in inverse first-exit problems	2
Factor dimension determination for panel interactive effects models: an orthogonal projection approach	2
Bayesian inference for fractional Oscillating Brownian motion	2
Feature selection algorithms in generalized additive models under concurvity	2
Parameter-wise co-clustering for high-dimensional data	2
Bayesian group selection with non-local priors	2
An analysis of crash-safety ratings and the true assessment of injuries by vehicle	2
Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution	2
Finite mixtures of skew Laplace normal distributions with random skewness	2
A dominance approach for comparing the performance of VaR forecasting models	2
A hybrid approach for the analysis of complex categorical data structures: assessment of latent distance learning perception in higher education	2
Pretest and shrinkage estimators for log-normal means	2
Hierarchical correction of p-values via an ultrametric tree running Ornstein-Uhlenbeck process	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
A bootstrap test for threshold effects in a diffusion process	2
The 2018 data challenge expo of the American statistical association	2
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach	2
Bayesian analysis of spherically parameterized dynamic multivariate stochastic volatility models	2
Uncertainty quantification and estimation of closed curves based on noisy data	2
Simultaneous Bayesian modelling of skew-normal longitudinal measurements with non-ignorable dropout	2
Smallest covering regions and highest density regions for discrete distributions	2

bccp: an R package for life-testing and survival analysis	2
Binary segmentation procedures using the bivariate binomial distribution for detecting streakiness in sports data	2
Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting	2
A new non-archimedean metric on persistent homology	2
Permutation tests for mixed paired and two-sample designs	2
Tempered expectation-maximization algorithm for the estimation of discrete latent variable models	2
Explainable Ensemble Trees	2
A new estimation for INAR(1) process with Poisson distribution	2
Estimation of distribution function using L ranked set sampling and robust extreme ranked set sampling with application to reliability	2