Stat

Article	Citations
K‐fold cross‐validation for complex sample surveys	24
Estimation of the mean function of functional data via deep neural networks	12
Likelihood‐based inference for generalized linear mixed models: Inference with the R package glmm	12
Bayesian group learning for shot selection of professional basketball players	11
Fast covariance parameter estimation of spatial Gaussian process models using neural networks	11
Community detection with nodal information: Likelihood and its variational approximation	10
A note on universal inference	7
Characteristic function and Laplace transform‐based tests for exponentiality in the presence of random right censoring	7
Modern multiple imputation with functional data	7
A comprehensive survey of collaborative biostatistics units in academic health centers	7
The academic collaborative statistician: Research, training and evaluation	7
Special invited paper: The SCORE normalization, especially for heterogeneous network and text data	6
Advice for isolated statisticians collaborating in academic healthcare centre settings	6
Variable selection with LASSO regression for complex survey data	6
Reaping what you SOW: Guidelines and strategies for writing scopes of work for statistical consulting	6
Stochastic actor‐oriented modelling of the impact of COVID‐19 on financial network evolution	6
On the error in Laplace approximations of high‐dimensional integrals	6
Robust penalized M‐estimation for function‐on‐function linear regression	6
MuSP: A multistep screening procedure for sparse recovery	5
Functional singular spectrum analysis	5
Gradual variance change point detection with a smoothly changing mean trend	5
Normalized power priors always discount historical data	5
Causal effect random forest of interaction trees for learning individualized treatment regimes with multiple treatments in observational studies	5
Honest leave‐one‐out cross‐validation for estimating post‐tuning generalization error	5
A skew‐tquantile regression for censored and missing data	5

A multivariate normal approximation for the Dirichlet density and some applications	4
Community detection in attributed collaboration network for statisticians	4
Fast model‐based clustering of partial records	4
A (non‐central) chi‐squared mixture of non‐central chi‐squareds is (non‐central) chi‐squared and related results, corollaries and applications	4
Matrix‐variate time series modelling with hidden Markov models	4
An algorithm for distributed Bayesian inference	4
Information limits for detecting a subhypergraph	4
Statistical significance calculations for scenarios in visual inference	4
Non‐parametric regression for networks	4
On the uniform concentration bounds and large sample properties of clustering with Bregman divergences	3
Sparse covariance matrix estimation for ultrahigh dimensional data	3
On the estimation bias in first‐order bifurcating autoregressive models	3
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Detecting changes in mean in the presence of time‐varying autocovariance	3
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A fast algorithm for integrative community detection of multi‐layer networks	3
RankFromSets: Scalable set recommendation with optimal recall	3
Experiential learning methods for biostatistics students: A model for embedding student interns in academic health centers	3
Novel whitening approaches in functional settings	3
Collaborative biostatistics and epidemiology in academic medical centres: A survey to assess relationships with health researchers and ethical implications	3
Forecasting subnational COVID‐19 mortality using a day‐of‐the‐week adjusted Bayesian hierarchical model	3
Parametric nonstationary covariance functions on spheres	3
Valid two‐sample graph testing via optimal transport Procrustes and multiscale graph correlation with applications in connectomics	3
Multilevel joint modeling of hospitalization and survival in patients on dialysis	3
Consistency of permutation tests of independence using distance covariance, HSIC and dHSIC	3
A stochastic locally diffusive model with neural network‐based deformations for global sea surface temperature	3
Statistical consulting in the healthcare professions: A model of student‐led consulting services	3
Forecasting hurricane‐related power outages via locally optimized random forests	3
Asking great questions	3
Directional analysis for point patterns on linear networks	3
Nonparametric precedence chart with repetitive sampling	3
A mutual information criterion with applications to canonical correlation analysis and graphical models	3
Trend filtering for functional data	3
On a new test of fit to the beta distribution	3
Sparse multivariate functional principal component analysis	2
Better nonparametric confidence intervals via robust bias correction for quantile regression	2
Improving image classification robustness using self‐supervision	2
On a new class of tests for the Pareto distribution using Fourier methods	2
Regularization paths of L1‐penalized ROC Curve‐Optimizing Support Vector Machines	2
Criticism as asynchronous collaboration: An example from social science research	2
Profile‐pseudo likelihood methods for community detection of multilayer stochastic block models	2
A spatiotemporal case‐crossover model of asthma exacerbation in the City of Houston	2
Content and computing outline of two undergraduate Bayesian courses: Tools, examples, and recommendations	2
Bayesian outcome selection modeling	2
Robust index of confidence weighted learning for optimal individualized treatment rule estimation	2
Linear regression analysis for interval‐valued functional data	2
Estimation of the ROC curve and the area under it with complex survey data	2
Composite likelihood ratio testing under nonstandard conditions using tangent cones	2
Adapting conditional simulation using circulant embedding for irregularly spaced spatial data	2
Refined double sampling scheme with measures and application	2

Developing partnerships for academic data science consulting and collaboration units	2
The effect of rebalancing on LDA in imbalanced classification	2
Outcome weighted ψ‐learning for individualized treatment rules	2
Stationary distribution and ergodicity of stochastic Wright's mutualism model with regime switching	2
Weighted empirical likelihood for heteroscedastic varying coefficient partially non‐linear models with missing data	2
When will gradient methods converge to max‐margin classifier under ReLU models?	2
Model‐based clustering of semiparametric temporal exponential‐family random graph models	2
On improvability of model averaging by penalized model selection	2
Asymptotic normality and confidence region for Catoni's Z estimator	2
Ensemble mapper	2
Modernizing k‐nearest neighbors	2
A hierarchical meta‐analysis for settings involving multiple outcomes across multiple cohorts	2
Finite mixture model of hidden Markov regression with covariate dependence	2
Content‐adjusted tolerance intervals via bootstrap calibration	2
Closed‐form expressions for maximum mean discrepancy with applications to Wasserstein auto‐encoders	2
Learning about an academic statistical consulting center through data	2
A localized ensemble of approximate Gaussian processes for fast sequential emulation	2
Consistency results of the M‐regression function estimator for stationary continuous‐time and ergodic data	2
Linear screening for high‐dimensional computer experiments	2
A machine learning approach to classification for traders in financial markets	2
Nonasymptotic support recovery for high‐dimensional sparse covariance matrices	2
A constrained minimum method for model selection	2
A space‐time model with temporal cyclostationarity for probabilistic forecasting and simulation of solar irradiance data	2
Anomaly detection of time series correlations via a novel Lie group structure	2
Dirichlet process mixture models with shrinkage prior	2
Fast estimators for the mean function for functional data with detection limits	2
Dynamic copula‐based methods for estimating rank‐tracking probabilities with longitudinal data	1
Data visualization case studies for high‐dimensional data validation	1
Softplus negative binomial network autoregression	1
Multivariate tests for the multi‐sample location problem based on depth function	1
Issue Information	1
Chain rules for multivariate cumulant coefficients	1
Functional time series forecasting: Functional singular spectrum analysis approaches	1
A high‐dimensional classification rule using sample covariance matrix equipped with adjusted estimated eigenvalues	1
The art of transfer learning: An adaptive and robust pipeline	1
Spectral analysis of networks with latent space dynamics and signs	1
Controlling costs: Feature selection on a budget	1
A Discussion of “A Note on Universal Inference” by Tse and Davison	1
A general approximation to nested Bayes factors with informed priors	1
Bayesian group sequential designs for cluster‐randomized trials	1
Computational procedures for quality assessment of latent concepts	1
Linear mixed models for complex survey data: Implementing and evaluating pairwise likelihood	1
Covariate‐adaptive randomization with variable selection in clinical trials	1
Creating optimal conditions for reproducible data analysis in R with ‘fertile’	1
A learning analytics case study: On class sizes in undergraduate writing courses	1
Empirical Bayesian analysis through the lens of a particular class of constrained Bayesian hierarchical models	1
An integral representation for inverse moments of multivariate random variables	1
Sequential pathway inference for multimodal neuroimaging analysis	1
Maximum a posteriori estimation in graphical models using local linear approximation	1
Multi‐step‐ahead prediction interval for locally stationary time series with application to air pollutant concentration data	1
Similarity‐based clustering for patterns of extreme values	1
Multi‐split conformal prediction via Cauchy aggregation	1
F‐type testing in functional linear models	1
The development of a mobile app‐focused deduplication strategy for the Apple Heart Study that informs recommendations for future digital trials	1
Multilevel varying coefficient spatiotemporal model	1
Bias correction for nonignorable missing counts of areal HIV new diagnosis	1
Biostatistics deserts and scholarly productivity among US medical schools	1
Image registration for zooming: A statistically consistent local feature mapping approach	1
Better together: Extending JMP® with open‐source software	1
Efficient basis selection for smoothing splines via rotated lattices	1
Inference for joint quantile and expected shortfall regression	1
Standardized Dempster's non‐exact test for high‐dimensional mean vectors	1
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The virtual consulting company: Teaching statistical consulting through simulated experience	1
New mixed ranked set sampling variations	1
Reducing the statistical error of generative adversarial networks using space‐filling sampling	1
On estimating the selected treatment mean under a two‐stage adaptive design	1
Double verification for two‐sample covariance matrices test	1
An approach of Bayesian variable selection for ultrahigh‐dimensional multivariate regression	1
Low‐rank approximation for smoothing spline via eigensystem truncation	1
SwISS: A scalable Markov chain Monte Carlo divide‐and‐conquer strategy	1
Modified trajectory fitting estimators for multi‐regime threshold Ornstein–Uhlenbeck processes	1
Equivalence testing for multiple groups	1
Joint estimation of gradual variance changepoint for panel data with common structures	1
Mode merging for the finite mixture of t‐distributions	1
Composite smoothed quantile regression	1
Using extreme value theory to evaluate the leading pedestrian interval road safety intervention	1
High‐dimensional precision matrix estimation with a known graphical structure	1
Semiparametric Bayes instrumental variable estimation with many weak instruments	1
Mediation analysis with latent factors using simultaneous group‐wise and parameter‐wise penalization	1

A note on centering in subsample selection for linear regression	1
Changing presidential approval: Detecting and understanding change points in interval censored polling data	1
A trinomial difference autoregressive model and its applications	1
Bayesian optimality and intervals for Stein‐type estimates	1
Collaborative analysis for energy usage monitoring and management on a large university campus	1
Count‐valued time series models for COVID‐19 daily death dynamics	1
Multiple third‐variable analysis for competing risk data—With an application to explore racial disparity in breast cancer recurrence	1
Optimal non‐circular designs for total effects under interference models	1
Approximation of the quasi‐deviance function for the time‐changed Lévy processes by the first‐exit time of the inverse Gaussian subordinator	1
Dissecting the 2015 Chinese stock market crash	1
Least favourability of the uniform distribution for tests of the concavity of a distribution function	1
Hosting a data science hackathon with limited resources	1
Asymptotic tail properties of Poisson mixture distributions	1
The student staffing advantage: Data Science Consulting Service at NC State University Libraries	1
Flexible multivariate zero to k inflated power series regression model with applications	1
On the non‐identifiability of unified skew‐normal distributions	1
High‐dimensional feature screening for nonlinear associations with survival outcome using restricted mean survival time	1
Multivariate measurement error models with normal mean‐variance mixture distributions	1
Homogeneity of marginal distributions for a large number of populations	1
Optimal model averaging based on leave‐h‐out forward‐validation for threshold autoregressive models	1
On the use of ordered factors as explanatory variables	1
Variational inference on a Bayesian adaptive lasso Tobit quantile regression model	1
Nonparametric regression with ordinal responses	1
Estimation of the average treatment effect on the treated with misclassified binary outcome	1
Non‐degenerate U‐statistics for data missing completely at random with application to testing independence	1
Expectile regression via deep residual networks	1
CORRIGENDUM	1
On pairwise interaction multivariate Pareto models	1
Sub‐asymptotic motivation for new conditional multivariate extreme models	1
James–Stein estimation of the first principal component	1