Journal of the American Statistical Association
Overview
The Journal of the American Statistical Association (JASA) is a prestigious scholarly publication that covers a wide range of statistical research and applications. It features high-quality articles, reviews, and discussions on statistical theory, methodology, and practice, making it an essential resource for statisticians, researchers, and practitioners. JASA promotes the advancement of statistical science and fosters collaboration and innovation in the field.
Details
Details
Abbr.
J Am Stat Assoc
Start
1922
End
Continuing
Frequency
Quarterly
p-ISSN
0162-1459
e-ISSN
1537-274X
Country
United States
Language
English
Specialty
Public Health
Metrics
Metrics
h-index / Ranks: 579
215
SJR / Ranks: 381
3922
CiteScore / Ranks: 2824
7.10
JIF / Ranks: 2561
3.7
Recent Articles
1.
Deng S, Ning Y, Zhao J, Zhang H
J Am Stat Assoc
. 2025 Mar;
119(548):2748-2759.
PMID: 40078670
We consider the estimation problem in high-dimensional semi-supervised learning. Our goal is to investigate when and how the unlabeled data can be exploited to improve the estimation of the regression...
2.
Wang X, Zhu J, Pan W, Zhu J, Zhang H
J Am Stat Assoc
. 2025 Mar;
119(548):2772-2784.
PMID: 40078669
The distribution function is essential in statistical inference and connected with samples to form a directed closed loop by the correspondence theorem in measure theory and the Glivenko-Cantelli and Donsker...
3.
Liu Y, Li Z, Lin X
J Am Stat Assoc
. 2025 Feb;
117(538):897-908.
PMID: 40017563
Testing a global hypothesis for a set of variables is a fundamental problem in statistics with a wide range of applications. A few well-known classical tests include the Hotelling's test,...
4.
Ke Z, Ma Y, Lin X
J Am Stat Assoc
. 2025 Feb;
118(541):374-392.
PMID: 40012831
The spiked covariance model has gained increasing popularity in high-dimensional data analysis. A fundamental problem is determination of the number of spiked eigenvalues, . For estimation of , most attention...
5.
Chen M, Ibrahim J, Sinha D
J Am Stat Assoc
. 2025 Feb;
94(447):909-919.
PMID: 39991730
We consider Bayesian methods for right-censored survival data for populations with a surviving (cure) fraction. We propose a model that is quite different from the standard mixture model for cure...
6.
Chen L, Li C, Shen X, Pan W
J Am Stat Assoc
. 2025 Feb;
119(548):2572-2584.
PMID: 39980628
This article proposes a novel causal discovery and inference method called GrIVET for a Gaussian directed acyclic graph with unmeasured confounders. GrIVET consists of an order-based causal discovery method and...
7.
Wang Z, Gaynanova I, Aravkin A, Risk B
J Am Stat Assoc
. 2025 Feb;
119(548):2508-2520.
PMID: 39949839
Independent component analysis (ICA) is widely used to estimate spatial resting-state networks and their time courses in neuroimaging studies. It is thought that independent components correspond to sparse patterns of...
8.
Zhang Q, Xue L, Li B
J Am Stat Assoc
. 2025 Feb;
119(548):2733-2747.
PMID: 39931232
With the rapid development of data collection techniques, complex data objects that are not in the Euclidean space are frequently encountered in new statistical applications. Fréchet regression model (Peterson &...
9.
Wang J, Li S, Li H
J Am Stat Assoc
. 2025 Feb;
119(548):2585-2597.
PMID: 39931231
Genome-wide association studies (GWAS) have identified thousands of genetic variants associated with complex traits, and some variants are shown to be associated with multiple complex traits. Genetic covariance between two...
10.
Wang B, Park C, Small D, Li F
J Am Stat Assoc
. 2025 Feb;
119(548):2959-2971.
PMID: 39911293
Cluster-randomized experiments are increasingly used to evaluate interventions in routine practice conditions, and researchers often adopt model-based methods with covariate adjustment in the statistical analyses. However, the validity of model-based...