Computational Statistics

Article	Citations
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features	51
Bayesian survival analysis for adaptive Type-II progressive hybrid censored Hjorth data	34
Analysis of progressive type-II censored gamma distribution	20
Shapiro-Wilk test for multivariate skew-normality	20
Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models	19
A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets	15
Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data	14
Reliability inference for multicomponent stress–strength model from Kumaraswamy-G family of distributions based on progressively first failure censored samples	13
The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition	12
Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients	12
Adjusting the adjusted Rand Index	11
Variables skip-lot sampling plans on the basis of process capability index for products with a low fraction of defectives	11
Distribution-free goodness-of-fit tests for the Pareto distribution based on a characterization	10
Bayesian wavelet shrinkage with beta priors	10
Optimal subsample selection for massive logistic regression with distributed data	10
Statistical inference for two Lindley populations under balanced joint progressive type-II censoring scheme	9
Maximum likelihood estimation for scale-shape mixtures of flexible generalized skew normal distributions via selection representation	9
Objective Bayesian analysis for generalized exponential stress–strength model	9
Bayesian survival analysis of logistic exponential distribution for adaptive progressive Type-II censored data	9
Using reference models in variable selection	9
A partial least squares approach for function-on-function interaction regression	9
Strong representations of the Kaplan–Meier estimator and hazard estimator with censored widely orthant dependent data	7
Estimation and diagnostic for partially linear models with first-order autoregressive skew-normal errors	7
Supervised classification of curves via a combined use of functional data analysis and tree-based methods	7
A comparison of optimization solvers for log binomial regression including conic programming	7

GSDAR: a fast Newton algorithm for $$\ell _0$$ regularized generalized linear models with statistical guarantee	7
Jump Markov chains and rejection-free Metropolis algorithms	7
A software reliability model incorporating fault removal efficiency and it’s release policy	7
Genetic algorithm approach with an adaptive search space based on EM algorithm in two-component mixture Weibull parameter estimation	7
Mixture cure rate models with neural network estimated nonparametric components	7
The 2016 Data Challenge of the American Statistical Association	7
Fair evaluation of classifier predictive performance based on binary confusion matrix	6
Consistent second-order discrete kernel smoothing using dispersed Conway–Maxwell–Poisson kernels	6
Adaptive smoothing spline estimator for the function-on-function linear regression model	6
Fast simulation of tempered stable Ornstein–Uhlenbeck processes	6
Nonparametric estimation of a distribution function from doubly truncated data under dependence	6
Multimodal information gain in Bayesian design of experiments	6
A new approach to modeling the cure rate in the presence of interval censored data	6
Direct statistical inference for finite Markov jump processes via the matrix exponential	5
Statistical inference for mixture GARCH models with financial application	5
Moving dynamic principal component analysis for non-stationary multivariate time series	5
Robust estimation for the one-parameter exponential family integer-valued GARCH(1,1) models based on a modified Tukey’s biweight function	5
Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study	5
Influence function-based confidence intervals for the Kendall rank correlation coefficient	5
Predictive modeling of maximum injury severity and potential economic cost in a car accident based on the General Estimates System data	5
Methods for checking the Markov condition in multi-state survival data	5
Bayesian spectral density estimation using P-splines with quantile-based knot placement	5
Accelerated failure time models for recurrent event data analysis and joint modeling	5
Computational advances for spatio-temporal multivariate environmental models	5
Spatial CART classification trees	5
Renewable learning for multiplicative regression with streaming datasets	4
Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers	4
The 2019 data challenge expo of the American Statistical Association	4
Matrix-variate normal mean-variance Birnbaum–Saunders distributions and related mixture models	4
The higher-order PLS-SEM confirmatory approach for composite indicators of football performance quality	4
On the transition laws of p-tempered $$\alpha $$-stable OU-processes	4
Bayesian tests of symmetry for the generalized Von Mises distribution	4
Additive models with autoregressive symmetric errors based on penalized regression splines	4
House quality index construction and rent prediction in New York City with interactive visualization and product design	4
Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach	4
Semi-supervised adapted HMMs for P2P credit scoring systems with reject inference	4
On goodness-of-fit testing for Burr type X distribution under progressively type-II censoring	4
Nomclust 2.0: an R package for hierarchical clustering of objects characterized by nominal variables	4
Tempered expectation-maximization algorithm for the estimation of discrete latent variable models	4
New classes of tests for the Weibull distribution using Stein’s method in the presence of random right censoring	4
Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization	4
Adaptive step-length selection in gradient boosting for Gaussian location and scale models	4
On community structure validation in real networks	4
Estimation of parameters of logistic regression for two-stage randomized response technique	4
Volatility forecasting using deep recurrent neural networks as GARCH models	4
Designing robust modified R control charts for asymmetric distributions under ranked set and median ranked set sampling	4
Limitations and performance of three approaches to Bayesian inference for Gaussian copula regression models of discrete data	3
Linear models for multivariate repeated measures data with block exchangeable covariance structure	3
Household energy expenditure and consumption patterns in the United States	3
A hybrid approach for the analysis of complex categorical data structures: assessment of latent distance learning perception in higher education	3

Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis	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
A new computational approach for estimation of the Gini index based on grouped data	3
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations	3
Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering	3
The 2017 Data Challenge of the American Statistical Association	3
Bayesian joint inference for multivariate quantile regression model with L$$_{1/2}$$ penalty	3
Reduced multidimensional scaling	3
A new algorithm for fitting semi-parametric variance regression models	3
Obtaining a threshold for the stewart index and its extension to ridge regression	3
Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting	3
Estimation of distribution function using L ranked set sampling and robust extreme ranked set sampling with application to reliability	3
Bayesian variable selection and estimation in quantile regression using a quantile-specific prior	3
Efficient particle smoothing for Bayesian inference in dynamic survival models	3
Model selection using PRESS statistic	3
Uncertainty quantification and estimation of closed curves based on noisy data	3
Smallest covering regions and highest density regions for discrete distributions	3
An algorithm of generating random number by wavelet denoising method and its application	3
A pth-order random coefficients mixed binomial autoregressive process with explanatory variables	3
The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning	3
Feature selection algorithms in generalized additive models under concurvity	3
A new estimation for INAR(1) process with Poisson distribution	3
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients	3
Bayesian analysis of spherically parameterized dynamic multivariate stochastic volatility models	3
Factor dimension determination for panel interactive effects models: an orthogonal projection approach	3
Gumbel’s bivariate exponential distribution: estimation of the association parameter using ranked set sampling	3
A computational validation for nonparametric assessment of spatial trends	3
A new non-archimedean metric on persistent homology	3
Models under which random forests perform badly; consequences for applications	2
Inference for copula-based dependent competing risks model with step-stress accelerated life test under generalized progressive hybrid censoring	2
Controlling the familywise error rate when performing multiple comparisons in a linear latent variable model	2
Bayesian regression models in gretl: the BayTool package	2
Multivariate understanding of income and expenditure in United States households with statistical learning	2
Variational approximation for importance sampling	2
Penalized spline estimation for panel count data model with time-varying coefficients	2
Topic based quality indexes assessment through sentiment	2
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach	2
Bayesian inference for fractional Oscillating Brownian motion	2
A batch process for high dimensional imputation	2
Clustering of longitudinal curves via a penalized method and EM algorithm	2
Outlier detection under a covariate-adjusted exponential regression model with censored data	2
Parameter-wise co-clustering for high-dimensional data	2
An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units	2
Adaptive tests for ANOVA in Fisher–von Mises–Langevin populations under heteroscedasticity	2
Multivariate mixed Poisson Generalized Inverse Gaussian INAR(1) regression	2
An adapted loss function for composite quantile regression with censored data	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
Smoothed quantile regression for censored residual life	2
A simulated annealing-based algorithm for selecting balanced samples	2
Decomposition of the Gini index by income source for aggregated data and its applications	2
Penalized function-on-function linear quantile regression	2
Distributed identification of heterogeneous treatment effects	2
Two-parameter link functions, with applications to negative binomial, Weibull and quantile regression	2
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	2
A computationally efficient approach to estimating species richness and rarefaction curve	2
Reduced-bias estimation of spatial autoregressive models with incompletely geocoded data	2
A fast regression via SVD and marginalization	2
An analysis of the impact of rent control on New York City housing	2
An analysis of crash-safety ratings and the true assessment of injuries by vehicle	2
Permutation tests for mixed paired and two-sample designs	2
Bayesian group selection with non-local priors	2
Estimation of logistic regression with covariates missing separately or simultaneously via multiple imputation methods	2
Pretest and shrinkage estimators for log-normal means	2
Hierarchical correction of p-values via an ultrametric tree running Ornstein-Uhlenbeck process	2
The 2018 data challenge expo of the American statistical association	2
Sparse online principal component analysis for parameter estimation in factor model	2
Simultaneous Bayesian modelling of skew-normal longitudinal measurements with non-ignorable dropout	2
A semi-parametric Bayesian dynamic hurdle model with an application to the health and retirement study	2
Covariance matrix testing in high dimension using random projections	2
A bootstrap test for threshold effects in a diffusion process	2
Probabilistic learning constrained by realizations using a weak formulation of Fourier transform of probability measures	2
bccp: an R package for life-testing and survival analysis	2
A hierarchical clustering method for random intervals based on a similarity measure	2
Likelihood inference for unified transformation cure model with interval censored data	2
The modified maximum likelihood estimators for the parameters of the regression model under bivariate median ranked set sampling	2
Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution	2
Graphical tests of independence for general distributions	2
Explainable Ensemble Trees	2
Unified mean-variance feature screening for ultrahigh-dimensional regression	2
Flexible, non-parametric modeling using regularized neural networks	1

Bayesian flexible beta regression model with functional covariate	1
A cluster-based taxonomy of bus crashes in the United States	1
Community detection for New York stock market by SCORE-CCD	1
Censored broken adaptive ridge regression in high-dimension	1
Estimation of the association parameters in hierarchically clustered survival data by nested Archimedean copula functions	1
Bootstrapping binary GEV regressions for imbalanced datasets	1
Advancements in reliability estimation for the exponentiated Pareto distribution: a comparison of classical and Bayesian methods with lower record values	1
Unsupervised learning on U.S. weather forecast performance	1
Immigrant residency and happiness in New York City	1
The concordance filter: an adaptive model-free feature screening procedure	1
Sparse precision matrix estimation with missing observations	1
Modified minimum distance estimators: definition, properties and applications	1
Testing a parameter restriction on the boundary for the g-and-h distribution: a simulated approach	1
Bayesian analysis of restricted penalized empirical likelihood	1
Model averaging for sparse seemingly unrelated regression using Bayesian networks among the errors	1
Let’s talk about the weather: a cluster-based approach to weather forecast accuracy	1
Imbalanced data sampling design based on grid boundary domain for big data	1
Joint Bayesian longitudinal models for mixed outcome types and associated model selection techniques	1
Dimension reduction and visualization of multiple time series data: a symbolic data analysis approach	1
Kernel regression for cause-specific hazard models with time-dependent coefficients	1
Bi-level variable selection in semiparametric transformation models with right-censored data	1
Robust Bayesian cumulative probit linear mixed models for longitudinal ordinal data	1
Doubly time-dependent Hawkes process and applications in failure sequence analysis	1
A spatial extension of weather forecasts	1
A distribution-free control chart for joint monitoring of location and scale in finite horizon productions	1
Empirical likelihood ratio tests for homogeneity of component lifetime distributions based on system lifetime data	1
Labeled optimal partitioning	1
A new approach in model selection for ordinal target variables	1
Which C compiler and BLAS/LAPACK library should I use: gretl’s numerical efficiency in different configurations	1
Multiple combined gamma kernel estimations for nonnegative data with Bayesian adaptive bandwidths	1
Nonparametric estimation of expected shortfall for α-mixing financial losses	1
Two-stage unrelated randomized response model to estimate the prevalence of a sensitive attribute	1
Geometric goodness of fit measure to detect patterns in data point clouds	1
Machine learning embedded EM algorithms for semiparametric mixture regression models	1
A new quantile regression model with application to human development index	1
Ensemble updating of categorical state vectors	1
Bivariate elliptical regression for modeling interval-valued data	1
A note on imputing squares via polynomial combination approach	1
A Bayesian approach to the analysis of asymmetric association for two-way contingency tables	1
Fast Bayesian Inference for Birnbaum-Saunders Distribution	1
Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations	1
Tips and tricks for Bayesian VAR models in gretl	1
An improved exact sampling algorithm for the standard normal distribution	1
Quantile regression with interval-censored data in questionnaire-based studies	1
Accuracy of precipitation forecasts: finding the right threshold for what is considered rain	1
Automatic estimation of spatial spectra via smoothing splines	1
An extended approach for the generalized powered uniform distribution	1
An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum tomography	1
An attribute-based Node2Vec model for dynamic community detection on co-authorship network	1
hhsmm: an R package for hidden hybrid Markov/semi-Markov models	1
New approximate Bayesian computation algorithm for censored data	1
Non-parametric seasonal unit root tests under periodic non-stationary volatility	1
Discriminating between log-normal and log-logistic distributions in the presence of type-II censoring	1
Approximate Bayesian computation using asymptotically normal point estimates	1
Model aggregation for doubly divided data with large size and large dimension	1
Expectile regression averaging method for probabilistic forecasting of electricity prices	1
Bayesian analysis of partially linear, single-index, spatial autoregressive models	1
Spatial correlation in weather forecast accuracy: a functional time series approach	1
RMSE-minimizing confidence intervals for the binomial parameter	1
Variable selection for categorical response: a comparative study	1
Analysis of drowsy driving: exploring subpopulation risk with weighted contingency table tools	1
Computer algorithms of lower-order confounding in regular designs	1
Automatic differentiation and maximal correlation of order statistics from discrete parents	1
Bayesian quantile regression models for heavy tailed bounded variables using the No-U-Turn sampler	1
A hierarchical Bayes approach to adjust for selection bias in before–after analyses of vision zero policies	1
Asymmetric vector moving average models: estimation and testing	1
A Hard EM algorithm for prediction of the cured fraction in survival data	1
Pair programming with ChatGPT for sampling and estimation of copulas	1
Penalized wavelet estimation and robust denoising for irregular spaced data	1
Bayesian multilevel logistic regression models: a case study applied to the results of two questionnaires administered to university students	1
The truncated g-and-h distribution: estimation and application to loss modeling	1
Bayesian estimation versus maximum likelihood estimation in the Weibull-power law process	1
Sampling large hyperplane-truncated multivariate normal distributions	1
Linear models with time-varying parameters: a comparison of different approaches	1
A multigrid preconditioner for tensor product spline smoothing	1
Laplace regression with clustered censored data	1
Novel matrix hit and run for sampling polytopes and its GPU implementation	1
Bayesian estimation and classification for two logistic populations with a common location	1
Fitting concentric elliptical shapes under general model	1
Kolmogorov–Smirnov simultaneous confidence bands for time series distribution function	1
Partitioned method of valid moment marginal model with Bayes interval estimates for correlated binary data with time-dependent covariates	1
Kernel density estimation by stagewise algorithm with a simple dictionary	1
Goodness-of-fit testing of survival models in the presence of Type–II right censoring	1
Bayesian analysis of mixture autoregressive models covering the complete parameter space	1
Statistical inference in massive datasets by empirical likelihood	1
Housing variables and immigration: an exploratory analysis in New York City	1
Projection predictive variable selection for discrete response families with finite support	1
On testing the equality between interquartile ranges	1
Statistical modeling of directional data using a robust hierarchical von mises distribution model: perspectives for wind energy	1
An exploration of National Weather Service daily forecasts using R Shiny	1
Extended mean-conditional value-at-risk portfolio optimization with PADM and conditional scenario reduction technique	1
Empirical evaluation of initial transient deletion rules for the steady-state mean estimation problem	1
A survival regression with cure fraction applied to cervical cancer	1
Controlling the false discovery rate by a Latent Gaussian Copula Knockoff procedure	1
Multi-pass Bayesian estimation: a robust Bayesian method	1