Computational Statistics & Data Analysis

Article	Citations
Non-parametric analysis of serial dependence in time series using ordinal patterns	133
Online learning for the Dirichlet process mixture model via weakly conjugate approximation	33
Minimum profile Hellinger distance estimation of general covariate models	32
A tree approach for variable selection and its random forest	31
Robust MAVE through nonconvex penalized regression	28
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping	25
Entropy-based test for generalised Gaussian distributions	25
Network inference from temporally dependent grouped observations	21
Communication-efficient estimation of quantile matrix regression for massive datasets	20
Graph informed sliced inverse regression	20
Mixture-based estimation of entropy	18
Time series graphical lasso and sparse VAR estimation	18
Group variable selection via group sparse neural network	17
Hierarchical Bayesian modeling of spatio-temporal area-interaction processes	16
Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects	16
Bayesian joint modeling for causal mediation analysis with a binary outcome and a binary mediator: Exploring the role of obesity in the association between cranial radiation therapy for childhood acut	15
A unified framework of analyzing missing data and variable selection using regularized likelihood	14
Goodness-of-fit test for point processes first-order intensity	14
Mixture of linear experts model for censored data: A novel approach with scale-mixture of normal distributions	14
Reparameterization of extreme value framework for improved Bayesian workflow	13
Editorial Board	13
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease	13
Editorial Board	13
Wavelet testing for a replicate-effect within an ordered multiple-trial experiment	12
Editorial Board	12

Integrated subgroup identification from multi-source data	11
A hierarchical testing procedure for three arm non-inferiority trials	11
Statistical inference of heterogeneous treatment effect based on single-index model	11
Hierarchical clustered multiclass discriminant analysis via cross-validation	11
Bayesian semiparametric multivariate density deconvolution via stochastic rotation of replicates	11
Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis	11
Dynamic risk score modeling for multiple longitudinal risk factors and survival	11
Independence index sufficient variable screening for categorical responses	11
Unsupervised mixture estimation via approximate maximum likelihood based on the Cramér - von Mises distance	10
Lost in the shuffle: Testing power in the presence of errorful network vertex labels	10
Distributed adaptive Huber regression	10
Editorial Board	10
On the semi-varying coefficient dynamic panel data model with autocorrelated errors	10
Editorial Board	10
Variable selection using data splitting and projection for principal fitted component models in high dimension	9
A Markov decision process for response-adaptive randomization in clinical trials	9
Online kernel sliced inverse regression	9
Quantile three-factor model with heteroskedasticity, skewness, and leptokurtosis	9
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study	9
High-dimensional copula-based Wasserstein dependence	9
Adjusting for unmeasured confounding in survival causal effect using validation data	9
Bayesian grouping-Gibbs sampling estimation of high-dimensional linear model with non-sparsity	9
Editorial Board	9
Optimal treatment regimes for competing risk data using doubly robust outcome weighted learning with bi-level variable selection	9
Functional principal component analysis for partially observed elliptical process	9
Heterogeneous quantile regression for longitudinal data with subgroup structures	9
Estimation of the volume under a ROC surface in presence of covariates	8
The circular quantile residual	8
A latent slice sampling algorithm	8
Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data	8
Parameter estimation and model-based clustering with spherical normal distribution on the unit hypersphere	8
Online graph topology learning from matrix-valued time series	8
Additive dynamic models for correcting numerical model outputs	8
Classification of social media users with generalized functional data analysis	8
Bayesian nonparametric Erlang mixture modeling for survival analysis	8
Robust communication-efficient distributed composite quantile regression and variable selection for massive data	8
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data	8
Assessment of the effect of constraints in a new multivariate mixed method for statistical matching	8
A new normal reference test for linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA	8
A fast trans-lasso algorithm with penalized weighted score function	8
Clustering multivariate functional data using unsupervised binary trees	8
Nonparametric Bayesian modelling of longitudinally integrated covariance functions on spheres	7
Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA	7
Empirical Gittins index strategies with ε-explorations for multi-armed bandit problems	7
Power analysis and type I and type II error rates of Bayesian nonparametric two-sample tests for location-shifts based on the Bayes factor under Cauchy priors	7
Discrepancy between structured matrices in the power analysis of a separability test	7
Indicator-based Bayesian variable selection for Gaussian process models in computer experiments	7
Bayesian modeling of spatial integer-valued time series	7
Promote sign consistency in the joint estimation of precision matrices	7
Parameter estimation and computation of the Fisher information matrix for functions of phase type random variables	7

A novel spatio-temporal clustering algorithm with applications on COVID-19 data from the United States	7
Approximate Bayesian conditional copulas	7
Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study	7
Systematic enumeration of two-level even-odd designs of strength 3	7
GMM estimation and variable selection of semiparametric model with increasing dimension and high-order spatial dependence	7
Bayesian analysis of longitudinal data via empirical likelihood	7
Fusing sufficient dimension reduction with neural networks	7
Clustering-based inter-regional correlation estimation	7
Fast same-step forecast in SUTSE model and its theoretical properties	7
Conditional-mean multiplicative operator models for count time series	7
Laplace approximated quasi-likelihood method for heteroscedastic survival data	7
A more powerful test of equality of high-dimensional two-sample means	7
Semiparametric accelerated failure time models under unspecified random effect distributions	7
Multi-block alternating direction method of multipliers for ultrahigh dimensional quantile fused regression	7
Dimension reduction in time series under the presence of conditional heteroscedasticity	7
A group comparison in fMRI data using a semiparametric model under shape invariance	7
Robust modeling of multivariate longitudinal data using modified Cholesky and hypersphere decompositions	7
Bayesian circular lattice filters for computationally efficient estimation of multivariate time-varying autoregressive models	6
Optimal split -plot designs	6
Testing error heterogeneity in censored linear regression	6
Nonparametric quantile scalar-on-image regression	6
Full uncertainty analysis for Bayesian nonparametric mixture models	6
Editorial Board	6
Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme	6
A two-stage optimal subsampling estimation for missing data problems with large-scale data	6
A goodness-of-fit test for functional time series with applications to Ornstein-Uhlenbeck processes	6
High-dimensional causal mediation analysis based on partial linear structural equation models	6
A rank-based high-dimensional test for equality of mean vectors	6
Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling	6
Editorial Board	6
Editorial Board	6
A semiparametric model for the cause-specific hazard under risk proportionality	6
Editorial Board	6
Study of imputation procedures for nonparametric density estimation based on missing censored lifetimes	6
Detecting change structures of nonparametric regressions	6
Sparse high-dimensional semi-nonparametric quantile regression in a reproducing kernel Hilbert space	6
Identification of the differencing operator of a non-stationary time series via testing for zeroes in the spectral density	6
Editorial Board	6
A motif building process for simulating random networks	6
Two-sample test in high dimensions through random selection	6
Testing conditional mean through regression model sequence using Yanai’s generalized coefficient of determination	6
An efficient algorithm to assess multivariate surrogate endpoints in a causal inference framework	5
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series	5
A Bayesian cluster validity index	5
Shape-constrained estimation in functional regression with Bernstein polynomials	5
Bayesian taut splines for estimating the number of modes	5
Online non-parametric changepoint detection with application to monitoring operational performance of network devices	5
Test for the mean of high-dimensional functional time series	5
Development of a new general class of bivariate distributions based on reversed hazard rate order	5
On MCMC sampling in self-exciting integer-valued threshold time series models	5
Estimation of predictive performance in high-dimensional data settings using learning curves	5
Minimax rates of convergence for sliced inverse regression with differential privacy	5
Robust fitting of mixture models using weighted complete estimating equations	5
Polya tree Monte Carlo method	5
A unifying implementation of stratum (aka strong) orthogonal arrays	5
Simultaneous confidence region of an embedded one-dimensional curve in multi-dimensional space	5
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression	5
Covariate-modulated large-scale multiple testing under dependence	5
Fast calculation of p-values for one-sided Kolmogorov-Smirnov type statistics	5
Editorial Board	5
A new classification tree method with interaction detection capability	5
Inference for monotone single-index conditional means: A Lorenz regression approach	5
A unified framework on defining depth for point process using function smoothing	5
Conformal prediction bands for two-dimensional functional time series	5
A prior for record linkage based on allelic partitions	5
Multivariate ranks based on randomized lift-interdirections	5
Editorial Board	5
Explaining classifiers with measures of statistical association	5
Probability of default estimation in credit risk using mixture cure models	5
A copula duration model with dependent states and spells	5
A roughness penalty approach to estimate densities over two-dimensional manifolds	5
A subspace method for large-scale trace ratio problems	5
Copula Particle Filters	5
Deep distribution regression	5
Oracle-efficient estimation and trend inference in non-stationary time series with trend and heteroscedastic ARMA error	5
Joint estimation of monotone curves via functional principal component analysis	5
Editorial Board	5
Correlation for tree-shaped datasets and its Bayesian estimation	4
Clusterwise functional linear regression models	4
Small area estimation of general finite-population parameters based on grouped data	4

Latent event history models for quasi-reaction systems	4
Bayesian multivariate latent class profile analysis: Exploring the developmental progression of youth depression and substance use	4
Variable selection for high-dimensional incomplete data	4
A stochastic block model approach for the analysis of multilevel networks: An application to the sociology of organizations	4
Exceedance control of the false discovery proportion via high precision inversion method of Berk-Jones statistics	4
Locally sparse quantile estimation for a partially functional interaction model	4
Strong orthogonal Latin hypercubes for computer experiments	4
Marginal M-quantile regression for multivariate dependent data	4
2nd special issue on BIOSTATISTICS	4
Clustering multivariate count data via Dirichlet-multinomial network fusion	4
A unified consensus-based parallel algorithm for high-dimensional regression with combined regularizations	4
Response adaptive designs for Phase II trials with binary endpoint based on context-dependent information measures	4
Accelerating inference for stochastic kinetic models	4
Editorial Board	4
Likelihood-free inference with deep Gaussian processes	4
Deep learning for quantile regression under right censoring: DeepQuantreg	4
Two-sample test of stochastic block models	4
Time stable empirical best predictors under a unit-level model	4
Tests for differential Gaussian Bayesian networks based on quadratic inference functions	4
Bayesian nonparametric hypothesis testing for longitudinal data analysis	4
Feature filter for estimating central mean subspace and its sparse solution	4
Feasible model-based principal component analysis: Joint estimation of rank and error covariance matrix	4
How to implement signed-rank wilcox.test() type procedures when a center of symmetry is unknown	4
GMM estimation of partially linear additive spatial autoregressive model	4
Correcting for sample selection bias in Bayesian distributional regression models	4
Variable selection for case-cohort studies with informatively interval-censored outcomes	4
Topology-based goodness-of-fit tests for sliced spatial data	4
A stochastic process representation for time warping functions	4
Neural networks for parameter estimation in intractable models	4
Robust heavy-tailed versions of generalized linear models with applications in actuarial science	4
Inference for partially observed epidemic dynamics guided by Kalman filtering techniques	4
Tuning parameter selection for penalized estimation via R2	4
Categorical CVA biplots	4
Robust regression with compositional covariates	4
A double Pólya-Gamma data augmentation scheme for a hierarchical Negative Binomial - Binomial data model	4
Nonparametric density estimation and bandwidth selection with B-spline bases: A novel Galerkin method	4
Fusion regression methods with repeated functional data	4