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
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
Advanced algorithms for penalized quantile and composite quantile regression	15
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
Measuring and testing interdependence among random vectors based on Spearman’s $$\rho $$ and Kendall’s $$\tau $$	14
Meta-analysis of individual patient data with semi-competing risks under the Weibull joint frailty–copula model	13
BEST: a decision tree algorithm that handles missing values	12
A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets	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
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
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
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
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
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
The two-sample problem via relative belief ratio	6
Objective Bayesian analysis for generalized exponential stress–strength model	6
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
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
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
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
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
Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach	3

Multiple imputation and functional methods in the presence of measurement error and missingness in explanatory variables	3
Household energy expenditure and consumption patterns in the United States	3
Bayesian tests of symmetry for the generalized Von Mises distribution	3
The 2017 Data Challenge of the American Statistical Association	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
Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization	3
Implementation of a goodness-of-fit test through Khmaladze martingale transformation	3
Strong representations of the Kaplan–Meier estimator and hazard estimator with censored widely orthant dependent data	3
The higher-order PLS-SEM confirmatory approach for composite indicators of football performance quality	3
On community structure validation in real networks	3
Gumbel’s bivariate exponential distribution: estimation of the association parameter using ranked set sampling	3
A new algorithm for fitting semi-parametric variance regression models	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
Most recent changepoint detection in censored panel data	3
Accelerated failure time models for recurrent event data analysis and joint modeling	3
Spatio-temporal change of support modeling with R	3
Spatial CART classification trees	3
A computational validation for nonparametric assessment of spatial trends	3
On tests for symmetry and radial symmetry of bivariate copulas towards testing for ellipticity	3
Limitations and performance of three approaches to Bayesian inference for Gaussian copula regression models of discrete data	3
Supervised classification of curves via a combined use of functional data analysis and tree-based methods	3
Adjusting the adjusted Rand Index	3
Linear models for multivariate repeated measures data with block exchangeable covariance structure	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
Mixture cure rate models with neural network estimated nonparametric components	3
Adaptive step-length selection in gradient boosting for Gaussian location and scale models	3
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach	2
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations	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
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
Bayesian spectral density estimation using P-splines with quantile-based knot placement	2
Volatility forecasting using deep recurrent neural networks as GARCH models	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
Clustering method for censored and collinear survival 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
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
Parameter-wise co-clustering for high-dimensional data	2
Permutation tests for mixed paired and two-sample designs	2
A fast regression via SVD and marginalization	2
Unified mean-variance feature screening for ultrahigh-dimensional regression	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
Distributed identification of heterogeneous treatment effects	2
Variational approximation for importance sampling	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
Obtaining a threshold for the stewart index and its extension to ridge regression	2
A dominance approach for comparing the performance of VaR forecasting models	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
A batch process for high dimensional imputation	1
A new estimation for INAR(1) process with Poisson distribution	1
Fast Bayesian Inference for Birnbaum-Saunders Distribution	1
An exploration of National Weather Service daily forecasts using R Shiny	1
Doubly time-dependent Hawkes process and applications in failure sequence analysis	1
Simultaneous confidence bands for comparing variance functions of two samples based on deterministic designs	1
Model aggregation for doubly divided data with large size and large dimension	1
Bayesian bridge-randomized penalized quantile regression for ordinal longitudinal data, with application to firm’s bond ratings	1
A note on imputing squares via polynomial combination approach	1
Estimation of logistic regression with covariates missing separately or simultaneously via multiple imputation methods	1
Robust weighted Gaussian processes	1
Partitioned method of valid moment marginal model with Bayes interval estimates for correlated binary data with time-dependent covariates	1
Adaptive tests for ANOVA in Fisher–von Mises–Langevin populations under heteroscedasticity	1
A hierarchical clustering method for random intervals based on a similarity measure	1
Penalized wavelet estimation and robust denoising for irregular spaced data	1
Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting	1
Nomclust 2.0: an R package for hierarchical clustering of objects characterized by nominal variables	1
Multi-pass Bayesian estimation: a robust Bayesian method	1
Feature selection algorithms in generalized additive models under concurvity	1
Bi-level variable selection in semiparametric transformation models with right-censored data	1
Ensemble updating of categorical state vectors	1
A Hard EM algorithm for prediction of the cured fraction in survival data	1
Variable selection for categorical response: a comparative study	1
Bayesian joint inference for multivariate quantile regression model with L$$_{1/2}$$ penalty	1
Bayesian analysis of restricted penalized empirical likelihood	1
Statistical inference in massive datasets by empirical likelihood	1
Bivariate elliptical regression for modeling interval-valued data	1
Extended mean-conditional value-at-risk portfolio optimization with PADM and conditional scenario reduction technique	1
New approximate Bayesian computation algorithm for censored data	1
Model averaging for sparse seemingly unrelated regression using Bayesian networks among the errors	1
Multivariate mixed Poisson Generalized Inverse Gaussian INAR(1) regression	1
A robust joint modeling approach for longitudinal data with informative dropouts	1
A new approach in model selection for ordinal target variables	1
Let’s talk about the weather: a cluster-based approach to weather forecast accuracy	1
Statistical modeling of directional data using a robust hierarchical von mises distribution model: perspectives for wind energy	1
Automatic estimation of spatial spectra via smoothing splines	1
Generalized properties for Hanafi–Wold’s procedure in partial least squares path modeling	1
Automatic differentiation and maximal correlation of order statistics from discrete parents	1
Bayesian flexible beta regression model with functional covariate	1
Analysis of drowsy driving: exploring subpopulation risk with weighted contingency table tools	1
Bayesian estimation versus maximum likelihood estimation in the Weibull-power law process	1
Greedy clustering of count data through a mixture of multinomial PCA	1
An analysis of the impact of rent control on New York City housing	1
Novel matrix hit and run for sampling polytopes and its GPU implementation	1
Estimation of the association parameters in hierarchically clustered survival data by nested Archimedean copula functions	1
Improved approximate Bayesian computation methods via empirical likelihood	1
Probabilistic learning constrained by realizations using a weak formulation of Fourier transform of probability measures	1
Asymmetric vector moving average models: estimation and testing	1
Laplace regression with clustered censored data	1
Dirichlet process mixtures under affine transformations of the data	1
Testing a parameter restriction on the boundary for the g-and-h distribution: a simulated approach	1
Accuracy of precipitation forecasts: finding the right threshold for what is considered rain	1
Efficient and doubly-robust methods for variable selection and parameter estimation in longitudinal data analysis	1
Recursive non-parametric kernel classification rule estimation for independent functional data	1
Kernel regression for cause-specific hazard models with time-dependent coefficients	1
An adapted loss function for composite quantile regression with censored data	1
Bayesian analysis of spherically parameterized dynamic multivariate stochastic volatility models	1
Fair evaluation of classifier predictive performance based on binary confusion matrix	1
Two-stage unrelated randomized response model to estimate the prevalence of a sensitive attribute	1
Covariance matrix testing in high dimension using random projections	1
Spatial correlation in weather forecast accuracy: a functional time series approach	1
RMSE-minimizing confidence intervals for the binomial parameter	1
An efficient algorithm for joint feature screening in ultrahigh-dimensional Cox’s model	1
Penalized spline estimation for panel count data model with time-varying coefficients	1
Models under which random forests perform badly; consequences for applications	1
Reduced multidimensional scaling	1
Multiple partition Markov model for B.1.1.7, B.1.351, B.1.617.2, and P.1 variants of SARS-CoV 2 virus	1
Bayesian robust estimation of partially functional linear regression models using heavy-tailed distributions	1
Housing variables and immigration: an exploratory analysis in New York City	1
A hierarchical Bayes approach to adjust for selection bias in before–after analyses of vision zero policies	1
Community detection for New York stock market by SCORE-CCD	1
Partial possibilistic regression path modeling: handling uncertainty in path modeling	1
A cluster-based taxonomy of bus crashes in the United States	1
The truncated g-and-h distribution: estimation and application to loss modeling	1
Kernel density estimation by stagewise algorithm with a simple dictionary	1
A spatial extension of weather forecasts	1
A Bayesian approach to the analysis of asymmetric association for two-way contingency tables	1
Bayesian variable selection and estimation in quantile regression using a quantile-specific prior	1
On consistency of the monotone NPMLE of survival function under the mixed case interval-censored model with left truncation	1
The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning	1
Graphical tests of independence for general distributions	1
Computation of the expected value of a function of a chi-distributed random variable	1
Unsupervised learning on U.S. weather forecast performance	1
Inference for copula-based dependent competing risks model with step-stress accelerated life test under generalized progressive hybrid censoring	1
An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum tomography	1
A partitioned quasi-likelihood for distributed statistical inference	1
Two-parameter link functions, with applications to negative binomial, Weibull and quantile regression	1