Statistics and Its Interface

Article	Citations
Heterogeneous treatment effect on survival endpoint in clinical trials via restricted mean survival time	26
Low-rank signal subspace: parameterization, projection and signal estimation	7
Spatial Weibull regression with multivariate log gamma process and its applications to China earthquake economic loss	4
Two-stage multivariate dynamic linear models to extract environmental and climate signals in coastal ecosystem data	4
Stochastic functional linear models for gene-based association analysis of quantitative traits in longitudinal studies	4
Scalable and globally convergent algorithm for sufficient dimension reduction	3
Confidence in the treatment decision for an individual patient: strategies for sequential assessment	3
Fine-tuned sensitivity analysis for non-ignorable missing data mechanism in linear regression models	3
Learning conditional dependence graph for concepts via matrix normal graphical model	3
Towards better clinical prediction and interpretation via a new imputation strategy from National Health and Nutrition Examination Survey	3
A latent class selection model for categorical response variables with nonignorably missing data	2
Density-convoluted tensor support vector machines	2
On the optimal configuration of a square array group testing algorithm	2
Compressing recurrent neural network models through principal component analysis	2
Multivariate skew Laplace normal distribution for modeling skewness and heavy-tailedness in multivariate data sets	2
Guiding light: An essay for Professor Lincheng Zhao on the occasion of his 80th birthday	2
$L_1$-regularized functional support vector machine	2
Bayesian methods in tensor analysis	1
Variable selection for doubly robust causal inference	1
Semiparametric transformation models of survival-out-of-hospital	1
Causal measures using generalized difference-in-difference approach with nonlinear models	1
Network vector autoregressive moving average model	1
Robust MMD estimator of the $\mathrm{S}-\mathrm{SSU} \operatorname{GARCH}(r, s)$ process parameters 	1
Semi-supervised learning in unbalanced networks with heterogeneous degree	1
Smooth online parameter estimation for time varying VAR models with application to rat local field potential activity data	1

The use of parental genotypes in Mendelian randomization	1
Modified recurrent forecasting in singular spectrum analysis using Kalman filter and its application for bicoid signal extraction	1
Sufficient dimension reduction for spatial point processes using weighted principal support vector machines	1
AutoSpec: detection of narrowband frequency changes in time series	1
Order determination via sample splitting	1
Multi-way overlapping clustering by Bayesian tensor decomposition	1
Multivariate frailty models using survey weights with applications to twins infant mortality in Ethiopia	1
Asymptotic properties of relative error estimation for accelerated failure time model with divergent number of parameters	1
Bayesian estimation for a mortality model via the aging process	1
Abnormal sample detection based on robust Mahalanobis distance estimation in adversarial machine learning	1
Correlated Wishart matrices classification via an expectation-maximization composite likelihood-based algorithm	1
Study of automatic choice of parameters for forecasting in singular spectrum analysis	1
Study of automatic choice of parameters for forecasting in singular spectrum analysis	0
Detecting changes in linear trend and variance based on isolate-detect	0
Semiparametric imputation-based inference for the additive mean residual life model with missing censoring indicators	0
Sparse logistic regression on functional data	0
An improved spectral clustering method for large-scale sparse networks	0
Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review	0
A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya–Gamma distribution: a calculationally efficient data-augmentation scheme	0
Flexible quasi-beta prime regression models for dependent continuous positive data	0
Quantile recurrent forecasting in singular spectrum analysis for stock price monitoring	0
Forecasting industrial production indices with a new singular spectrum analysis forecasting algorithm	0
Multiple hypotheses testing on dependent count data with covariate effects	0
Study of impact of COVID-19 on industrial production indices using singular spectrum analysis	0
Weakly informative priors and prior-data conflict checking for likelihood-free inference	0
Forecasting industrial production indices with a new singular spectrum analysis forecasting algorithm	0
Variable selection for time-varying effects based on interval-censored failure time data	0
A generalized semi-parametric model for jointly analyzing response times and accuracy in computerized testing	0
Depth-invariant beamforming for functional connectivity with MEG data	0
Scalable inference for individual treatment effect	0
Least absolute deviations estimation for nonstationary vector autoregressive time series models with pure unit roots	0
Rejoinder of “Estimation of Hilbertian varying coefficient models”	0
The elliptical Ornstein–Uhlenbeck process	0
Spatially robust adaptive ensemble average propagator reconstruction via spherical polar Fourier imaging	0
Empirical likelihood-based portmanteau tests for autoregressive moving average models with possible infinite variance innovations	0
Estimation in exponential family regression based on linked data contaminated by mismatch error	0
Robust conditional spectral analysis of replicated time series	0
Principal wave analysis for high-dimensional structured data with applications to epigenomics and neuroimaging studies	0
A default Bayesian multiple comparison of two binomial proportions	0
Empirical likelihood-based estimation and inference in randomized controlled trials with high-dimensional covariates	0
Bayesian analysis of multivariate binary longitudinal data: metabolic syndrome during the menopausal transition 	0
Model-based statistical depth for matrix data	0
Discussion of “Estimation of Hilbertian varying coefficient models”	0
Composite quantile regression based robust empirical likelihood for partially linear spatial autoregressive models	0
Default Bayesian testing for the zero-inflated Poisson distribution	0
Hierarchical dynamic PARCOR models for analysis of multiple brain signals	0
Testing attributable effects hypotheses with an application to the Oregon Health Insurance Experiment	0
Testing threshold effect in single-index models	0
Estimation of conditional average treatment effect by covariates balance methods	0
A random projection method for large-scale community detection	0

Quadratic upper bound algorithms for estimation under Cox model in case-cohort studies	0
Empirical likelihood-based weighted estimation of average treatment effects in randomized clinical trials with missing outcomes	0
Sieve maximum likelihood estimation for generalized linear mixed models with an unknown link function	0
A double regression method for graphical modeling of high-dimensional nonlinear and non-Gaussian data	0
Markov-switching Poisson generalized autoregressive conditional heteroscedastic models	0
Modelling uncertainty of responses in factor models for multivariate ordinal data	0
Testing high-dimensional covariance matrices with random projections and corrected likelihood ratio	0
Generalized Gaussian time series model for increments of EEG data	0
Conjugate prior to the Wishart shape parameter: the generalized Gamcon distributions	0
Nonparametric kernel estimation for local tail-event correlation	0
Bayesian estimation for partially linear varying coefficient spatial autoregressive models	0
Low-rank signal subspace: parameterization, projection and signal estimation	0
A sequential stepwise screening procedure for sparse recovery in high-dimensional multiresponse models with complex group structures	0
A new type of double exponential Cox model with a gamma frailty	0
Estimating extreme value index by subsampling for massive datasets with heavy-tailed distributions	0
Improved Naive Bayes with mislabeled data	0
A probability method to schedule the upcoming exam for asymptomatic individuals in cancer screening	0
Stochastic generalized functional linear models for gene-based association analysis of binary traits in longitudinal studies	0
Bayesian tensor-on-tensor regression with efficient computation	0
Joint model-based distance embedding of multi-track Hi-C data for chromosomal conformation learning	0
Analyses of the impact of country specific macro risk variables on gold futures contract and its position as an asset class: evidence from India	0
A distributed minimum average variance estimation for sufficient dimension reduction	0
Online change-point detection for a transient change	0
Estimating individualized treatment rules for multicategory type 2 diabetes treatments using electronic health records	0
Sparsity-restricted estimation for the accelerated failure time model	0
A consistent specification test for functional linear quantile regression models	0
Multiple penalized regularization for clusters with varying correlation levels	0
A sequential Monte Carlo Gibbs coupled with stochastically approximated expectation-maximization algorithm for functional data	0
Community detection in temporal citation network via a tensor-based approach	0
Covariate-adjusted hybrid principal components analysis for region-referenced functional EEG data	0
Imaging mediation analysis for longitudinal outcomes: a case study of childhood brain tumor survivorship	0
Estimation of preclinical state onset age and sojourn time for heavy smokers in lung cancer	0
Data integration of multiple genome-wide association studies under group homogeneous structure	0
Uniform consistency for local fitting of time series non-parametric regression allowing for discrete-valued response	0
Asymptotic in a class of network models with a difference private degree sequence	0
Rank-R matrix autoregressive models for modeling spatio-temporal data	0
Modeling and identifiability of non-homogenous Poisson process cure rate model	0
Rate-efficient asymptotic normality for the Fourier estimator of the leverage process	0
Discussion of “Estimation of Hilbertian varying coefficient models”	0
Copy number variation detection based on constraint least squares	0
Aligning sample size calculations with estimands in clinical trials with time-to-event outcomes	0
Estimation of Hilbertian varying coefficient models	0
Link prediction via latent space logistic regression model	0
Latent class proportional hazards regression with heterogeneous survival data	0
Subset selection of double-threshold moving average models through the application of the Bayesian method	0
On dual-asymmetry linear double AR models	0
Composition estimation via shrinkage	0
A simultaneous testing of independence and goodness-of-fit in nonlinear regression models 	0
Robust and covariance-assisted tensor response regression	0
Adaptive clustering and feature selection for categorical time series using interpretable frequency-domain features	0
Pathway Lasso: pathway estimation and selection with high-dimensional mediators	0
Local neighborhood-based approach of link prediction in networks	0
Stochastic diffusion process based on Goel–Okumoto curve: statistical inference and application to real data	0
Welfare and fairness dynamics in federated learning: a client selection perspective	0
Testing for a change in the failure time distribution using combined data from an incident and a prevalent cohort	0
A pairwise pseudo-likelihood approach for the additive hazards model with left-truncated and interval-censored data	0
Paired-sample tests for homogeneity with/without confounding variables	0
Average Treatment Effect Estimation in Observational Studies with Functional Covariates	0
A comparative study of sequential detection procedures for transient signals in high dimensional data stream	0
A robust two-stage sequential design for estimating the effective range based on binary responses	0
Detection of signals by Monte Carlo singular spectrum analysis: multiple testing	0
Robust statistical methods for exclusive hypothesis test	0
Regularized maximum likelihood for directed networks	0
Generalized Gaussian time series model for increments of EEG data	0
Robust conditional spectral analysis of replicated time series	0
Two-sample test for stochastic block models via maximum entry-wise deviation	0
Modeling water table depth using singular spectrum analysis	0
A selective review on conditional density estimation	0
Analyses of the impact of country specific macro risk variables on gold futures contract and its position as an asset class: evidence from India	0
SIMEX estimation for quantile regression model with measurement error	0
Spectral feature selection with the graphical lasso estimator for ultra-high dimensional Gaussian graphical models	0
Variable selection and estimation for high-dimensional partially linear spatial autoregressive models with measurement errors	0
Further study on testing the equality of response rates under Dallal’s model	0
A semi-supervised density peaks clustering algorithm	0
Approximate hidden semi-Markov models for dynamic connectivity analysis in resting-state fMRI	0
Simultaneous change-point detection and curve estimation	0
Debiased distributed quantile regression in high dimensions	0
An asymptotically normal representation for the minimal clinically important difference under a nonconvex surrogate loss	0
A review of nonparametric regression methods for longitudinal data	0
Discussion of “Estimation of Hilbertian varying coefficient models”	0

Estimation of partially linear varying coefficient spatial autoregressive models	0
Robust subgroup analysis for network-linked data	0
An iterative algorithm with adaptive weights and sparse Laplacian shrinkage for regression problems	0
The elliptical Ornstein–Uhlenbeck process	0
Multivariate Bernstein Fréchet copulas	0
Poisson Inverse Regression for sufficient dimension reduction in text data	0
Robust and powerful gene-environment interaction tests using rare genetic variants in case-control studies	0
Discussion of “Estimation of Hilbertian varying coefficient models”	0
Associations between EEG-defined subgroups and antidepressant response: a joint mixture of probabilistic multilinear principal component analysis modeling approach	0
A new $k$-nearest neighbors classifier for functional data	0
When to initiate cancer screening exam?	0
A novel update and propagation-based dynamic graph neural network and its application to consumer finance data	0
AutoSpec: detection of narrowband frequency changes in time series	0
Metric distributional discrepancy in metric space	0
An improved strategy for predicting Alzheimer's disease progression in patients with mild cognitive impairment by clustering hippocampal shape data	0
A conditional semiparametric approach for the analysis of semi-competing risk data	0
Varying-coefficients additive hazards regression with current status data and time-dependent treatment	0
Frequentist Bayesian compound inference	0
Hierarchical dynamic PARCOR models for analysis of multiple brain signals	0
Discussion of “Estimation of Hilbertian varying coefficient models”	0
Detection of signals by Monte Carlo singular spectrum analysis: multiple testing	0
A nonparametric concurrent regression model with multivariate functional inputs	0
Distribution free prediction intervals for multiple functional regression	0
The more data, the better? Demystifying deletion-based methods in linear regression with missing data	0
Regression analysis of semi-parametric transformation models based on multivariate general interval-censored data from case-cohort studies	0
Optimal subsampling proportional subdistribution hazards regression with rare events in big data	0
Partial profile score feature selection in high-dimensional generalized linear interaction models	0