Computational Statistics & Data Analysis

Article	Citations
Confidence intervals for tree-structured varying coefficients	49
Differentially private estimation of weighted average treatment effects for binary outcomes	37
Minimum profile Hellinger distance estimation of general covariate models	34
Communication-efficient estimation of quantile matrix regression for massive datasets	32
Graph informed sliced inverse regression	31
Time series graphical lasso and sparse VAR estimation	27
Network inference from temporally dependent grouped observations	24
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping	22
Entropy-based test for generalised Gaussian distributions	20
Mixture-based estimation of entropy	19
Online learning for the Dirichlet process mixture model via weakly conjugate approximation	18
Non-parametric analysis of serial dependence in time series using ordinal patterns	16
Efficient regularized estimation of graphical proportional hazards model with interval-censored data	16
A tree approach for variable selection and its random forest	16
Non-parametric tests for cross-dependence based on multivariate extensions of ordinal patterns	16
Heavy-tailed matrix-variate hidden Markov models	15
Distributed variable screening for generalized linear models	15
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	14
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease	14
Editorial Board	13
Group variable selection via group sparse neural network	13
Editorial Board	13
Reparameterization of extreme value framework for improved Bayesian workflow	13
Hierarchical Bayesian modeling of spatio-temporal area-interaction processes	13
A unified framework of analyzing missing data and variable selection using regularized likelihood	13

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

Parameter estimation and computation of the Fisher information matrix for functions of phase type random variables	8
Laplace approximated quasi-likelihood method for heteroscedastic survival data	8
Systematic enumeration of two-level even-odd designs of strength 3	8
Nonparametric Bayesian modelling of longitudinally integrated covariance functions on spheres	8
Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA	8
Identification of the differencing operator of a non-stationary time series via testing for zeroes in the spectral density	7
A novel spatio-temporal clustering algorithm with applications on COVID-19 data from the United States	7
Conditional-mean multiplicative operator models for count time series	7
GMM estimation and variable selection of semiparametric model with increasing dimension and high-order spatial dependence	7
Nonparametric quantile scalar-on-image regression	7
Clustering-based inter-regional correlation estimation	7
Editorial Board	7
Multi-block alternating direction method of multipliers for ultrahigh dimensional quantile fused regression	7
Bayesian analysis of longitudinal data via empirical likelihood	7
A semiparametric model for the cause-specific hazard under risk proportionality	7
Bayesian modeling of spatial integer-valued time series	7
Discrepancy between structured matrices in the power analysis of a separability test	7
Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling	7
Indicator-based Bayesian variable selection for Gaussian process models in computer experiments	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
Full uncertainty analysis for Bayesian nonparametric mixture models	7
Editorial Board	7
Robust modeling of multivariate longitudinal data using modified Cholesky and hypersphere decompositions	7
Editorial Board	7
On MCMC sampling in self-exciting integer-valued threshold time series models	6
Fusing sufficient dimension reduction with neural networks	6
A two-stage optimal subsampling estimation for missing data problems with large-scale data	6
Study of imputation procedures for nonparametric density estimation based on missing censored lifetimes	6
High-dimensional causal mediation analysis based on partial linear structural equation models	6
Test for the mean of high-dimensional functional time series	6
Detecting change structures of nonparametric regressions	6
A unified framework on defining depth for point process using function smoothing	6
Optimal split -plot designs	6
Minimax rates of convergence for sliced inverse regression with differential privacy	6
Sparse high-dimensional semi-nonparametric quantile regression in a reproducing kernel Hilbert space	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
Inference for monotone single-index conditional means: A Lorenz regression approach	6
A goodness-of-fit test for functional time series with applications to Ornstein-Uhlenbeck processes	6
Editorial Board	6
Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme	6
Joint estimation of monotone curves via functional principal component analysis	6
Estimation of predictive performance in high-dimensional data settings using learning curves	6
Bayesian circular lattice filters for computationally efficient estimation of multivariate time-varying autoregressive models	6
Editorial Board	6
A prior for record linkage based on allelic partitions	5
A stochastic process representation for time warping functions	5
A copula duration model with dependent states and spells	5
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression	5
A Bayesian cluster validity index	5
A roughness penalty approach to estimate densities over two-dimensional manifolds	5
Likelihood-free inference with deep Gaussian processes	5
Locally sparse quantile estimation for a partially functional interaction model	5
Variable selection for case-cohort studies with informatively interval-censored outcomes	5
Fusion regression methods with repeated functional data	5
Conformal prediction bands for two-dimensional functional time series	5
Polya tree Monte Carlo method	5
Selecting time-series hyperparameters with the artificial jackknife	5
Bayesian nonparametric hypothesis testing for longitudinal data analysis	5
Bayesian taut splines for estimating the number of modes	5
Latent event history models for quasi-reaction systems	5
Covariate-modulated large-scale multiple testing under dependence	5
Online non-parametric changepoint detection with application to monitoring operational performance of network devices	5
A subspace method for large-scale trace ratio problems	5
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series	5
Exceedance control of the false discovery proportion via high precision inversion method of Berk-Jones statistics	5
2nd special issue on BIOSTATISTICS	5
Inference for partially observed epidemic dynamics guided by Kalman filtering techniques	5
Editorial Board	5
Shape-constrained estimation in functional regression with Bernstein polynomials	5
Accelerating inference for stochastic kinetic models	5
Development of a new general class of bivariate distributions based on reversed hazard rate order	5
An efficient algorithm to assess multivariate surrogate endpoints in a causal inference framework	5
Explaining classifiers with measures of statistical association	5
Probability of default estimation in credit risk using mixture cure models	5
Fast calculation of p-values for one-sided Kolmogorov-Smirnov type statistics	5
A unified consensus-based parallel algorithm for high-dimensional regression with combined regularizations	5
Editorial Board	5
Variable selection for high-dimensional incomplete data	5

Editorial Board	5
A unifying implementation of stratum (aka strong) orthogonal arrays	5
A new classification tree method with interaction detection capability	5
Simultaneous confidence region of an embedded one-dimensional curve in multi-dimensional space	5
Robust fitting of mixture models using weighted complete estimating equations	5
Multivariate ranks based on randomized lift-interdirections	5