Computational Statistics & Data Analysis

Article	Citations
Confidence intervals for tree-structured varying coefficients	34
Online learning for the Dirichlet process mixture model via weakly conjugate approximation	32
Minimum profile Hellinger distance estimation of general covariate models	30
Differentially private estimation of weighted average treatment effects for binary outcomes	26
Time series graphical lasso and sparse VAR estimation	25
Entropy-based test for generalised Gaussian distributions	22
Robust MAVE through nonconvex penalized regression	21
Graph informed sliced inverse regression	21
Network inference from temporally dependent grouped observations	18
Non-parametric analysis of serial dependence in time series using ordinal patterns	18
Communication-efficient estimation of quantile matrix regression for massive datasets	17
A tree approach for variable selection and its random forest	17
Mixture-based estimation of entropy	16
Group variable selection via group sparse neural network	15
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping	15
Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects	14
Hierarchical Bayesian modeling of spatio-temporal area-interaction processes	14
Reparameterization of extreme value framework for improved Bayesian workflow	13
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	13
Goodness-of-fit test for point processes first-order intensity	13
A unified framework of analyzing missing data and variable selection using regularized likelihood	13
Editorial Board	12
Editorial Board	12
Optimizing designs in clinical trials with an application in treatment of Epidermolysis bullosa simplex, a rare genetic skin disease	12
A hierarchical testing procedure for three arm non-inferiority trials	11

Wavelet testing for a replicate-effect within an ordered multiple-trial experiment	11
Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis	11
Independence index sufficient variable screening for categorical responses	11
Statistical inference of heterogeneous treatment effect based on single-index model	11
Bayesian semiparametric multivariate density deconvolution via stochastic rotation of replicates	11
Distributed adaptive Huber regression	10
Integrated subgroup identification from multi-source data	10
On the semi-varying coefficient dynamic panel data model with autocorrelated errors	10
Hierarchical clustered multiclass discriminant analysis via cross-validation	10
Unsupervised mixture estimation via approximate maximum likelihood based on the Cramér - von Mises distance	10
Editorial Board	10
Dynamic risk score modeling for multiple longitudinal risk factors and survival	10
Editorial Board	10
Adjusting for unmeasured confounding in survival causal effect using validation data	9
Variable selection using data splitting and projection for principal fitted component models in high dimension	9
Functional principal component analysis for partially observed elliptical process	9
Robust communication-efficient distributed composite quantile regression and variable selection for massive data	9
Estimation of the volume under a ROC surface in presence of covariates	9
Lost in the shuffle: Testing power in the presence of errorful network vertex labels	9
A Markov decision process for response-adaptive randomization in clinical trials	9
Empirical likelihood inference for longitudinal data with covariate measurement errors: An application to the LEAN study	9
The circular quantile residual	9
Heterogeneous quantile regression for longitudinal data with subgroup structures	9
Editorial Board	9
Quantile three-factor model with heteroskedasticity, skewness, and leptokurtosis	9
Bayesian grouping-Gibbs sampling estimation of high-dimensional linear model with non-sparsity	9
Classification of social media users with generalized functional data analysis	9
Online kernel sliced inverse regression	9
Semiparametric accelerated failure time models under unspecified random effect distributions	8
Bayesian nonparametric Erlang mixture modeling for survival analysis	8
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data	8
Additive dynamic models for correcting numerical model outputs	8
High-dimensional copula-based Wasserstein dependence	8
A fast trans-lasso algorithm with penalized weighted score function	8
Clustering multivariate functional data using unsupervised binary trees	8
Assessment of the effect of constraints in a new multivariate mixed method for statistical matching	8
Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data	8
A new normal reference test for linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA	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
Approximate Bayesian conditional copulas	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
Empirical Gittins index strategies with ε-explorations for multi-armed bandit problems	7
Fast same-step forecast in SUTSE model and its theoretical properties	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
A motif building process for simulating random networks	7
Clustering-based inter-regional correlation estimation	7
Systematic enumeration of two-level even-odd designs of strength 3	7
Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA	7

Parameter estimation and computation of the Fisher information matrix for functions of phase type random variables	7
Laplace approximated quasi-likelihood method for heteroscedastic survival data	7
A novel spatio-temporal clustering algorithm with applications on COVID-19 data from the United States	7
Editorial Board	7
Bayesian analysis of longitudinal data via empirical likelihood	7
Fusing sufficient dimension reduction with neural networks	7
Robust modeling of multivariate longitudinal data using modified Cholesky and hypersphere decompositions	7
A more powerful test of equality of high-dimensional two-sample means	7
Conditional-mean multiplicative operator models for count time series	7
Nonparametric Bayesian modelling of longitudinally integrated covariance functions on spheres	7
Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study	7
GMM estimation and variable selection of semiparametric model with increasing dimension and high-order spatial dependence	7
A latent slice sampling algorithm	7
Dimension reduction in time series under the presence of conditional heteroscedasticity	7
Promote sign consistency in the joint estimation of precision matrices	7
A goodness-of-fit test for functional time series with applications to Ornstein-Uhlenbeck processes	6
Two-sample test in high dimensions through random selection	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 group comparison in fMRI data using a semiparametric model under shape invariance	6
Sparse high-dimensional semi-nonparametric quantile regression in a reproducing kernel Hilbert space	6
Testing error heterogeneity in censored linear regression	6
Detecting change structures of nonparametric regressions	6
Nonparametric quantile scalar-on-image regression	6
Editorial Board	6
Multi-block alternating direction method of multipliers for ultrahigh dimensional quantile fused regression	6
Editorial Board	6
A rank-based high-dimensional test for equality of mean vectors	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
Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme	6
Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling	6
A semiparametric model for the cause-specific hazard under risk proportionality	6
Full uncertainty analysis for Bayesian nonparametric mixture models	6
Editorial Board	6
Optimal split -plot designs	6
Bayesian modeling of spatial integer-valued time series	6
Editorial Board	5
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series	5
Explaining classifiers with measures of statistical association	5
A copula duration model with dependent states and spells	5
Bayesian taut splines for estimating the number of modes	5
Test for the mean of high-dimensional functional time series	5
Inference for monotone single-index conditional means: A Lorenz regression approach	5
On MCMC sampling in self-exciting integer-valued threshold time series models	5
A unified framework on defining depth for point process using function smoothing	5
High-dimensional causal mediation analysis based on partial linear structural equation models	5
Covariate-modulated large-scale multiple testing under dependence	5
A unifying implementation of stratum (aka strong) orthogonal arrays	5
Shape-constrained estimation in functional regression with Bernstein polynomials	5
A Bayesian cluster validity index	5
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression	5
Copula Particle Filters	5
Fast calculation of p-values for one-sided Kolmogorov-Smirnov type statistics	5
Estimation of predictive performance in high-dimensional data settings using learning curves	5
A two-stage optimal subsampling estimation for missing data problems with large-scale data	5
Deep distribution regression	5
Joint estimation of monotone curves via functional principal component analysis	5
A new classification tree method with interaction detection capability	5
Robust fitting of mixture models using weighted complete estimating equations	5
Editorial Board	5
A prior for record linkage based on allelic partitions	5
A roughness penalty approach to estimate densities over two-dimensional manifolds	5
Development of a new general class of bivariate distributions based on reversed hazard rate order	5
Probability of default estimation in credit risk using mixture cure models	5
A subspace method for large-scale trace ratio problems	5
Editorial Board	5
Minimax rates of convergence for sliced inverse regression with differential privacy	5
Oracle-efficient estimation and trend inference in non-stationary time series with trend and heteroscedastic ARMA error	5
Online non-parametric changepoint detection with application to monitoring operational performance of network devices	5
Conformal prediction bands for two-dimensional functional time series	5
Multivariate ranks based on randomized lift-interdirections	5
Correcting for sample selection bias in Bayesian distributional regression models	4
Deep learning for quantile regression under right censoring: DeepQuantreg	4
Exceedance control of the false discovery proportion via high precision inversion method of Berk-Jones statistics	4
Bayesian multivariate latent class profile analysis: Exploring the developmental progression of youth depression and substance use	4
Tests for differential Gaussian Bayesian networks based on quadratic inference functions	4
2nd special issue on BIOSTATISTICS	4
Fusion regression methods with repeated functional data	4
Variable selection for case-cohort studies with informatively interval-censored outcomes	4

Feature filter for estimating central mean subspace and its sparse solution	4
Locally sparse quantile estimation for a partially functional interaction model	4
Variable selection for high-dimensional incomplete data	4
A distributed community detection algorithm for large scale networks under stochastic block models	4
Marginal M-quantile regression for multivariate dependent data	4
Fully nonparametric inverse probability weighting estimation with nonignorable missing data and its extension to missing quantile regression	4
Small area estimation of general finite-population parameters based on grouped data	4
GMM estimation of partially linear additive spatial autoregressive model	4
Time stable empirical best predictors under a unit-level model	4
Categorical CVA biplots	4
Topology-based goodness-of-fit tests for sliced spatial data	4
Feasible model-based principal component analysis: Joint estimation of rank and error covariance matrix	4
An efficient algorithm to assess multivariate surrogate endpoints in a causal inference framework	4
Accelerating inference for stochastic kinetic models	4
Likelihood-free inference with deep Gaussian processes	4
Polya tree Monte Carlo method	4
Neural networks for parameter estimation in intractable models	4
Smooth LASSO estimator for the Function-on-Function linear regression model	4
Robust regression with compositional covariates	4
Two-sample test of stochastic block models	4
Clustering multivariate count data via Dirichlet-multinomial network fusion	4
Editorial Board	4
A unified consensus-based parallel algorithm for high-dimensional regression with combined regularizations	4
Tuning parameter selection for penalized estimation via R2	4
Strong orthogonal Latin hypercubes for computer experiments	4
A double Pólya-Gamma data augmentation scheme for a hierarchical Negative Binomial - Binomial data model	4
Inference for partially observed epidemic dynamics guided by Kalman filtering techniques	4
Latent event history models for quasi-reaction systems	4
A stochastic process representation for time warping functions	4
Simultaneous confidence region of an embedded one-dimensional curve in multi-dimensional space	4
Bayesian nonparametric hypothesis testing for longitudinal data analysis	4
Robust heavy-tailed versions of generalized linear models with applications in actuarial science	4
Correlation for tree-shaped datasets and its Bayesian estimation	4
How to implement signed-rank wilcox.test() type procedures when a center of symmetry is unknown	4
Nonparametric density estimation and bandwidth selection with B-spline bases: A novel Galerkin method	4