Computational Statistics & Data Analysis

Article	Citations
Bayesian selection approach for categorical responses via multinomial probit models	49
Confidence intervals for tree-structured varying coefficients	37
Differentially private estimation of weighted average treatment effects for binary outcomes	35
Minimum profile Hellinger distance estimation of general covariate models	34
Non-parametric analysis of serial dependence in time series using ordinal patterns	31
Graph informed sliced inverse regression	27
Network inference from temporally dependent grouped observations	24
Online learning for the Dirichlet process mixture model via weakly conjugate approximation	22
Time series graphical lasso and sparse VAR estimation	21
Entropy-based test for generalised Gaussian distributions	19
A tree approach for variable selection and its random forest	18
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping	18
Communication-efficient estimation of quantile matrix regression for massive datasets	16
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns	16
Mixture-based estimation of entropy	16
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease	15
Heavy-tailed matrix-variate hidden Markov models	15
Distributed variable screening for generalized linear models	15
A unified framework of analyzing missing data and variable selection using regularized likelihood	14
Efficient regularized estimation of graphical proportional hazards model with interval-censored data	14
Group variable selection via group sparse neural network	14
Reparameterization of extreme value framework for improved Bayesian workflow	14
Editorial Board	13
Goodness-of-fit test for point processes first-order intensity	13
Editorial Board	13

Hierarchical Bayesian modeling of spatio-temporal area-interaction processes	13
A hierarchical testing procedure for three arm non-inferiority trials	12
Lost in the shuffle: Testing power in the presence of errorful network vertex labels	12
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	12
Adjusting for unmeasured confounding in survival causal effect using validation data	12
Wavelet testing for a replicate-effect within an ordered multiple-trial experiment	12
Statistical inference of heterogeneous treatment effect based on single-index model	12
High-dimensional response growth curve modeling for longitudinal neuroimaging analysis	12
Dynamic risk score modeling for multiple longitudinal risk factors and survival	11
On the semi-varying coefficient dynamic panel data model with autocorrelated errors	11
Editorial Board	11
Bayesian semiparametric multivariate density deconvolution via stochastic rotation of replicates	11
Editorial Board	11
Hierarchical clustered multiclass discriminant analysis via cross-validation	11
Online kernel sliced inverse regression	10
Distributed adaptive Huber regression	10
JANE: Just Another latent space NEtwork clustering algorithm	10
Online graph topology learning from matrix-valued time series	10
Variable selection using data splitting and projection for principal fitted component models in high dimension	10
Unsupervised mixture estimation via approximate maximum likelihood based on the Cramér - von Mises distance	10
Independence index sufficient variable screening for categorical responses	10
Bayesian grouping-Gibbs sampling estimation of high-dimensional linear model with non-sparsity	10
Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis	10
Integrated subgroup identification from multi-source data	10
Editorial Board	10
Classification of social media users with generalized functional data analysis	9
A new normal reference test for linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA	9
Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data	9
Clustering multivariate functional data using unsupervised binary trees	9
Additive dynamic models for correcting numerical model outputs	9
The circular quantile residual	9
Joint estimation of precision matrices for long-memory time series	9
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study	9
Quantile three-factor model with heteroskedasticity, skewness, and leptokurtosis	9
A Markov decision process for response-adaptive randomization in clinical trials	9
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data	9
Heterogeneous quantile regression for longitudinal data with subgroup structures	9
Assessment of the effect of constraints in a new multivariate mixed method for statistical matching	9
Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study	8
Functional principal component analysis for partially observed elliptical process	8
Estimation of the volume under a ROC surface in presence of covariates	8
Approximate Bayesian conditional copulas	8
A more powerful test of equality of high-dimensional two-sample means	8
A fast trans-lasso algorithm with penalized weighted score function	8
Bayesian nonparametric Erlang mixture modeling for survival analysis	8
Empirical Gittins index strategies with ε-explorations for multi-armed bandit problems	8
Parameter estimation and model-based clustering with spherical normal distribution on the unit hypersphere	8
Semiparametric accelerated failure time models under unspecified random effect distributions	8
Systematic enumeration of two-level even-odd designs of strength 3	8
Multiply robust estimation of causal effects using linked data	8

Nonparametric Bayesian modelling of longitudinally integrated covariance functions on spheres	8
A latent slice sampling algorithm	8
Laplace approximated quasi-likelihood method for heteroscedastic survival data	8
Parameter estimation and computation of the Fisher information matrix for functions of phase type random variables	8
High-dimensional copula-based Wasserstein dependence	8
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	8
A novel spatio-temporal clustering algorithm with applications on COVID-19 data from the United States	8
Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA	8
Fast same-step forecast in SUTSE model and its theoretical properties	8
Dimension reduction in time series under the presence of conditional heteroscedasticity	7
A semiparametric model for the cause-specific hazard under risk proportionality	7
GMM estimation and variable selection of semiparametric model with increasing dimension and high-order spatial dependence	7
Indicator-based Bayesian variable selection for Gaussian process models in computer experiments	7
Multi-block alternating direction method of multipliers for ultrahigh dimensional quantile fused regression	7
Robust modeling of multivariate longitudinal data using modified Cholesky and hypersphere decompositions	7
Bayesian modeling of spatial integer-valued time series	7
Nonparametric quantile scalar-on-image regression	7
Editorial Board	7
Editorial Board	7
Discrepancy between structured matrices in the power analysis of a separability test	7
Full uncertainty analysis for Bayesian nonparametric mixture models	7
Identification of the differencing operator of a non-stationary time series via testing for zeroes in the spectral density	7
Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling	7
Conditional-mean multiplicative operator models for count time series	7
Fusing sufficient dimension reduction with neural networks	7
Editorial Board	7
Bayesian analysis of longitudinal data via empirical likelihood	7
Clustering-based inter-regional correlation estimation	7
Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme	6
A group comparison in fMRI data using a semiparametric model under shape invariance	6
Test for the mean of high-dimensional functional time series	6
Estimation of predictive performance in high-dimensional data settings using learning curves	6
A two-stage optimal subsampling estimation for missing data problems with large-scale data	6
Editorial Board	6
On MCMC sampling in self-exciting integer-valued threshold time series models	6
Minimax rates of convergence for sliced inverse regression with differential privacy	6
New tests for the identity and sphericity of high-dimensional covariance matrices via U-statistics	6
A score-based threshold effect test in time series models	6
Detecting change structures of nonparametric regressions	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
Oracle-efficient estimation and trend inference in non-stationary time series with trend and heteroscedastic ARMA error	6
A unified framework on defining depth for point process using function smoothing	6
Simultaneously detecting spatiotemporal changes with penalized Poisson regression models	6
Joint estimation of monotone curves via functional principal component analysis	6
Inference for monotone single-index conditional means: A Lorenz regression approach	6
Sparse high-dimensional semi-nonparametric quantile regression in a reproducing kernel Hilbert space	6
A goodness-of-fit test for functional time series with applications to Ornstein-Uhlenbeck processes	6
Editorial Board	6
Bayesian circular lattice filters for computationally efficient estimation of multivariate time-varying autoregressive models	6
Study of imputation procedures for nonparametric density estimation based on missing censored lifetimes	6
Optimal split -plot designs	6
A copula duration model with dependent states and spells	5
Editorial Board	5
Robust heavy-tailed versions of generalized linear models with applications in actuarial science	5
Locally sparse quantile estimation for a partially functional interaction model	5
Variable selection for case-cohort studies with informatively interval-censored outcomes	5
Likelihood-free inference with deep Gaussian processes	5
Probability of default estimation in credit risk using mixture cure models	5
Latent event history models for quasi-reaction systems	5
Explaining classifiers with measures of statistical association	5
Editorial Board	5
Development of a new general class of bivariate distributions based on reversed hazard rate order	5
A prior for record linkage based on allelic partitions	5
Online non-parametric changepoint detection with application to monitoring operational performance of network devices	5
A new classification tree method with interaction detection capability	5
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series	5
An efficient algorithm to assess multivariate surrogate endpoints in a causal inference framework	5
Exceedance control of the false discovery proportion via high precision inversion method of Berk-Jones statistics	5
2nd special issue on BIOSTATISTICS	5
A stochastic process representation for time warping functions	5
A unifying implementation of stratum (aka strong) orthogonal arrays	5
Covariate-modulated large-scale multiple testing under dependence	5
Simultaneous confidence region of an embedded one-dimensional curve in multi-dimensional space	5
Shape-constrained estimation in functional regression with Bernstein polynomials	5
Accelerating inference for stochastic kinetic models	5
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression	5
A Bayesian cluster validity index	5
Fast calculation of p-values for one-sided Kolmogorov-Smirnov type statistics	5
A subspace method for large-scale trace ratio problems	5

Selecting time-series hyperparameters with the artificial jackknife	5
Multivariate ranks based on randomized lift-interdirections	5
Variable selection for high-dimensional incomplete data	5
Editorial Board	5
Bayesian nonparametric hypothesis testing for longitudinal data analysis	5
Fusion regression methods with repeated functional data	5
Robust fitting of mixture models using weighted complete estimating equations	5
Polya tree Monte Carlo method	5
A unified consensus-based parallel algorithm for high-dimensional regression with combined regularizations	5
Inference for partially observed epidemic dynamics guided by Kalman filtering techniques	5
A roughness penalty approach to estimate densities over two-dimensional manifolds	5
Bayesian taut splines for estimating the number of modes	5
Conformal prediction bands for two-dimensional functional time series	5