OOIR: Observatory of International Research

Papers

(The TQCC of Computational Statistics is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

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
Shapiro-Wilk test for multivariate skew-normality	20
Analysis of progressive type-II censored gamma distribution	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
Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients	12
The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition	12
Variables skip-lot sampling plans on the basis of process capability index for products with a low fraction of defectives	11
Adjusting the adjusted Rand Index	11
Bayesian wavelet shrinkage with beta priors	10
Optimal subsample selection for massive logistic regression with distributed data	10
Distribution-free goodness-of-fit tests for the Pareto distribution based on a characterization	10
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
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
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
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
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
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
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
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
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
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
Bayesian variable selection and estimation in quantile regression using a quantile-specific prior	3
Model selection using PRESS statistic	3
Smallest covering regions and highest density regions for discrete distributions	3
A new computational approach for estimation of the Gini index based on grouped data	3

A pth-order random coefficients mixed binomial autoregressive process with explanatory variables	3
Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering	3
Bayesian joint inference for multivariate quantile regression model with L$$_{1/2}$$ penalty	3
A new algorithm for fitting semi-parametric variance regression models	3
Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting	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
Gumbel’s bivariate exponential distribution: estimation of the association parameter using ranked set sampling	3
A new non-archimedean metric on persistent homology	3
Efficient particle smoothing for Bayesian inference in dynamic survival models	3
Linear models for multivariate repeated measures data with block exchangeable covariance structure	3
Uncertainty quantification and estimation of closed curves based on noisy data	3
An algorithm of generating random number by wavelet denoising method and its application	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
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
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations	3
The 2017 Data Challenge of the American Statistical Association	3
Reduced multidimensional scaling	3
Factor dimension determination for panel interactive effects models: an orthogonal projection approach	3
Obtaining a threshold for the stewart index and its extension to ridge regression	3
A computational validation for nonparametric assessment of spatial trends	3
Limitations and performance of three approaches to Bayesian inference for Gaussian copula regression models of discrete data	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
Estimation of distribution function using L ranked set sampling and robust extreme ranked set sampling with application to reliability	3
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
A simulated annealing-based algorithm for selecting balanced samples	2
Smoothed quantile regression for censored residual life	2
Penalized function-on-function linear quantile regression	2
Decomposition of the Gini index by income source for aggregated data and its applications	2
Two-parameter link functions, with applications to negative binomial, Weibull and quantile regression	2
Distributed identification of heterogeneous treatment effects	2
A computationally efficient approach to estimating species richness and rarefaction curve	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
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
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
Simultaneous Bayesian modelling of skew-normal longitudinal measurements with non-ignorable dropout	2
Sparse online principal component analysis for parameter estimation in factor model	2
Covariance matrix testing in high dimension using random projections	2
A semi-parametric Bayesian dynamic hurdle model with an application to the health and retirement study	2
Probabilistic learning constrained by realizations using a weak formulation of Fourier transform of probability measures	2
A bootstrap test for threshold effects in a diffusion process	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
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
Bayesian regression models in gretl: the BayTool package	2
Controlling the familywise error rate when performing multiple comparisons in a linear latent variable model	2
Variational approximation for importance sampling	2
Multivariate understanding of income and expenditure in United States households with statistical learning	2
Topic based quality indexes assessment through sentiment	2
Penalized spline estimation for panel count data model with time-varying coefficients	2
Bayesian inference for fractional Oscillating Brownian motion	2
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach	2