期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (541)
The issue of honesty in constructing confidence sets arises in nonparametric regression. While optimal rate in nonparametric estimation can be achieve......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (541)
We consider estimation and inference in a single-index regression model with an unknown convex link function. We introduce a convex and Lipschitz cons......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (541)
The vector autoregressive moving average (VARMA) model is fundamental to the theory of multivariate time series; however, identifiability issues have ......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (542)
Point process modeling is gaining increasing attention, as point process type data are emerging in a large variety of scientific applications. In this......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (542)
Two commonly used methods for improving precision and power in clinical trials are stratified randomization and covariate adjustment. However, many tr......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (542)
This article is concerned with evaluating the association between two event times without specifying the joint distribution parametrically. This is pa......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (543)
In many applications, it is of interest to assess the relative contribution of features (or subsets of features) toward the goal of predicting a respo......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (543)
In this article, we propose an active metric learning method for clustering with pairwise constraints. The proposed method actively queries the label ......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (543)
We present a Bayesian nonparametric model for conditional distribution estimation using Bayesian additive regression trees (BART). The generative mode......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (544)
Implementing Bayesian inference is often computationally challenging in complex models, especially when calculating the likelihood is difficult. Synth......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (543)
With distinct advantages in power over behavioral phenotypes, brain imaging traits have become emerging endophenotypes to dissect molecular contributi......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (543)
Understanding how microbes interact with each other is key to revealing the underlying role that microorganisms play in the host or environment and to......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; ()
Recent developments in statistical regression methodology shift away from pure mean regression towards distributional regression models. One important......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; ()
We propose a sequential, anytime-valid method to test the conditional independence of a response Y and a predictor X given a random vector Z. The prop......
期刊： JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023; 118 (544)
Reductions in natural habitats urge that we better understand species' interconnection and how biological communities respond to environmental changes......
