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Journal of the American Statistical Association
Journal Prestige (SJR): 3.746

Citation Impact (citeScore): 2
Number of Followers: 72

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ISSN (Print) 0162-1459 - ISSN (Online) 1537-274X
Published by American Statistical Association

[5 journals]

Predicting the Number of Future Events
- Authors: Qinglong Tian, Fanqi Meng, Daniel J. Nordman, William Q. Meeker
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-14T09:27:53Z
  DOI: 10.1080/01621459.2020.1850461
Gaining Outlier Resistance With Progressive Quantiles: Fast Algorithms and
Theoretical Studies
- Authors: Yiyuan She, Zhifeng Wang, Jiahui Shen
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-14T09:05:57Z
  DOI: 10.1080/01621459.2020.1850460
Smaller p-Values via Indirect Information
- Authors: Peter Hoff
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-14T09:02:44Z
  DOI: 10.1080/01621459.2020.1844720
Variational Bayes for High-Dimensional Linear Regression With Sparse
Priors
Open Access Article
- Authors: Kolyan Ray, Botond Szabó
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-14T08:59:48Z
  DOI: 10.1080/01621459.2020.1847121
Robust Post-Matching Inference
- Authors: Alberto Abadie, Jann Spiess
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-14T08:32:15Z
  DOI: 10.1080/01621459.2020.1840383
Stochastic Gradient Markov Chain Monte Carlo
Open Access Article
- Authors: Christopher Nemeth, Paul Fearnhead
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-04T08:07:22Z
  DOI: 10.1080/01621459.2020.1847120
Coupled Generation
- Authors: Ben Dai, Xiaotong Shen, Wing Wong
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-04T08:03:04Z
  DOI: 10.1080/01621459.2020.1844719
A Multi-resolution Theory for Approximating Infinite-p-Zero-n:
Transitional Inference, Individualized Predictions, and a World Without
Bias-Variance Tradeoff
- Authors: Xinran Li, Xiao-Li Meng
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-04T07:56:02Z
  DOI: 10.1080/01621459.2020.1844210
Nonlinear Spectral Analysis: A Local Gaussian Approach
- Authors: Lars Arne Jordanger, Dag Tjøstheim
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2021-01-04T07:51:44Z
  DOI: 10.1080/01621459.2020.1840991
Testing the Predictability of U.S. Housing Price Index Returns Based on an
IVX-AR Model
- Authors: Bingduo Yang, Wei Long, Liang Peng, Zongwu Cai
  Pages: 1598 - 1619
  Abstract: Volume 115, Issue 532, December 2020, Page 1598-1619
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-07T06:10:22Z
  DOI: 10.1080/01621459.2019.1686392
  Issue No: Vol. 115, No. 532 (2020)
Nonparametric Bayesian Instrumental Variable Analysis: Evaluating
Heterogeneous Effects of Coronary Arterial Access Site Strategies
- Authors: Samrachana Adhikari, Sherri Rose, Sharon-Lise Normand
  Pages: 1635 - 1644
  Abstract: Volume 115, Issue 532, December 2020, Page 1635-1644
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-04T02:58:12Z
  DOI: 10.1080/01621459.2019.1688663
  Issue No: Vol. 115, No. 532 (2020)
A Bayesian Latent Class Model to Predict Kidney Obstruction in the Absence
of Gold Standard
- Authors: Changgee Chang, Jeong Hoon Jang, Amita Manatunga, Andrew T. Taylor, Qi Long
  Pages: 1645 - 1663
  Abstract: Volume 115, Issue 532, December 2020, Page 1645-1663
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-07T03:38:26Z
  DOI: 10.1080/01621459.2019.1689983
  Issue No: Vol. 115, No. 532 (2020)
Calibration for Computer Experiments With Binary Responses and Application
to Cell Adhesion Study
- Authors: Chih-Li Sung, Ying Hung, William Rittase, Cheng Zhu, C. F. J. Wu
  Pages: 1664 - 1674
  Abstract: Volume 115, Issue 532, December 2020, Page 1664-1674
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-21T04:12:25Z
  DOI: 10.1080/01621459.2019.1699419
  Issue No: Vol. 115, No. 532 (2020)
Optimal Tradeoffs in Matched Designs Comparing US-Trained and
Internationally Trained Surgeons
- Authors: Samuel D. Pimentel, Rachel R. Kelz
  Pages: 1675 - 1688
  Abstract: Volume 115, Issue 532, December 2020, Page 1675-1688
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-02-26T03:18:47Z
  DOI: 10.1080/01621459.2020.1720693
  Issue No: Vol. 115, No. 532 (2020)
Estimating the Effects of Fine Particulate Matter on 432 Cardiovascular
Diseases Using Multi-Outcome Regression With Tree-Structured Shrinkage
- Authors: Emma G. Thomas, Lorenzo Trippa, Giovanni Parmigiani, Francesca Dominici
  Pages: 1689 - 1699
  Abstract: Volume 115, Issue 532, December 2020, Page 1689-1699
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-02-26T03:22:47Z
  DOI: 10.1080/01621459.2020.1722134
  Issue No: Vol. 115, No. 532 (2020)
A Tuning-free Robust and Efficient Approach to High-dimensional Regression
- Authors: Lan Wang, Bo Peng, Jelena Bradic, Runze Li, Yunan Wu
  Pages: 1700 - 1714
  Abstract: Volume 115, Issue 532, December 2020, Page 1700-1714
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:47:23Z
  DOI: 10.1080/01621459.2020.1840989
  Issue No: Vol. 115, No. 532 (2020)
Comment on “A Tuning-Free Robust and Efficient Approach to
High-Dimensional Regression”
- Authors: Po-Ling Loh
  Pages: 1715 - 1716
  Abstract: Volume 115, Issue 532, December 2020, Page 1715-1716
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:45:51Z
  DOI: 10.1080/01621459.2020.1837141
  Issue No: Vol. 115, No. 532 (2020)
Discussion of “A Tuning-Free Robust and Efficient Approach to
High-Dimensional Regression”
- Authors: Xiudi Li, Ali Shojaie
  Pages: 1717 - 1719
  Abstract: Volume 115, Issue 532, December 2020, Page 1717-1719
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:47:27Z
  DOI: 10.1080/01621459.2020.1837139
  Issue No: Vol. 115, No. 532 (2020)
Comment on “A Tuning-Free Robust and Efficient Approach to
High-Dimensional Regression”
- Authors: Jianqing Fan, Cong Ma, Kaizheng Wang
  Pages: 1720 - 1725
  Abstract: Volume 115, Issue 532, December 2020, Page 1720-1725
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:47:35Z
  DOI: 10.1080/01621459.2020.1837138
  Issue No: Vol. 115, No. 532 (2020)
Rejoinder to “A Tuning-Free Robust and Efficient Approach to
High-Dimensional Regression”
- Authors: Lan Wang, Bo Peng, Jelena Bradic, Runze Li, Yunan Wu
  Pages: 1726 - 1729
  Abstract: Volume 115, Issue 532, December 2020, Page 1726-1729
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:45:21Z
  DOI: 10.1080/01621459.2020.1843865
  Issue No: Vol. 115, No. 532 (2020)
Fixed Effects Testing in High-Dimensional Linear Mixed Models
- Authors: Jelena Bradic, Gerda Claeskens, Thomas Gueuning
  Pages: 1835 - 1850
  Abstract: Volume 115, Issue 532, December 2020, Page 1835-1850
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-04T02:54:35Z
  DOI: 10.1080/01621459.2019.1660172
  Issue No: Vol. 115, No. 532 (2020)
The Five Trolls Under the Bridge: Principal Component Analysis With
Asynchronous and Noisy High Frequency Data
- Authors: Dachuan Chen, Per A. Mykland, Lan Zhang
  Pages: 1960 - 1977
  Abstract: Volume 115, Issue 532, December 2020, Page 1960-1977
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-01-04T03:04:48Z
  DOI: 10.1080/01621459.2019.1672555
  Issue No: Vol. 115, No. 532 (2020)
Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse
Additive Model
- Authors: Junwei Lu, Mladen Kolar, Han Liu
  Pages: 2084 - 2099
  Abstract: Volume 115, Issue 532, December 2020, Page 2084-2099
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-03-11T04:53:16Z
  DOI: 10.1080/01621459.2019.1689984
  Issue No: Vol. 115, No. 532 (2020)
Handbook of Approximate Bayesian Computation.
- Authors: Jordan J. Franks
  Pages: 2100 - 2101
  Abstract: Volume 115, Issue 532, December 2020, Page 2100-2101
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:49:14Z
  DOI: 10.1080/01621459.2020.1846973
  Issue No: Vol. 115, No. 532 (2020)
Handbook of Mixture Analysis.
- Authors: Yen-Chi Chen
  Pages: 2101 - 2102
  Abstract: Volume 115, Issue 532, December 2020, Page 2101-2102
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:49:18Z
  DOI: 10.1080/01621459.2020.1846974
  Issue No: Vol. 115, No. 532 (2020)
The Statistical Analysis of Multivariate Failure Time Data: A Marginal
Modeling Approach.
- Authors: Richard J. Cook
  Pages: 2102 - 2104
  Abstract: Volume 115, Issue 532, December 2020, Page 2102-2104
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:49:22Z
  DOI: 10.1080/01621459.2020.1846975
  Issue No: Vol. 115, No. 532 (2020)
Editorial Collaborators
- Pages: 2105 - 2113
  Abstract: Volume 115, Issue 532, December 2020, Page 2105-2113
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-18T03:49:33Z
  DOI: 10.1080/01621459.2020.1846977
  Issue No: Vol. 115, No. 532 (2020)
Inter-Subject Analysis: A Partial Gaussian Graphical Model Approach
- Authors: Cong Ma, Junwei Lu, Han Liu
  Pages: 1 - 57
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-17T05:03:23Z
  DOI: 10.1080/01621459.2020.1841645
Regression Analysis of Asynchronous Longitudinal Functional and Scalar
Data
- Authors: Ting Li, Tengfei Li, Zhongyi Zhu, Hongtu Zhu
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-08T05:54:51Z
  DOI: 10.1080/01621459.2020.1844211
Random Partition Models for Microclustering Tasks
- Authors: Brenda Betancourt, Giacomo Zanella, Rebecca C. Steorts
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-08T05:48:51Z
  DOI: 10.1080/01621459.2020.1841647
Heteroscedasticity-Adjusted Ranking and Thresholding for Large-Scale
Multiple Testing
- Authors: Luella Fu, Bowen Gang, Gareth M. James, Wenguang Sun
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-08T05:46:17Z
  DOI: 10.1080/01621459.2020.1840992
Asymptotic Theory of Eigenvectors for Random Matrices With Diverging
Spikes
- Authors: Jianqing Fan, Yingying Fan, Xiao Han, Jinchi Lv
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-08T05:36:54Z
  DOI: 10.1080/01621459.2020.1840990
Causal Bounds for Outcome-Dependent Sampling in Observational Studies
Open Access Article
- Authors: Erin E. Gabriel, Michael C. Sachs, Arvid Sjölander
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-08T05:34:48Z
  DOI: 10.1080/01621459.2020.1832502
Center-Outward R-Estimation for Semiparametric VARMA Models
- Authors: M. Hallin, D. La Vecchia, H. Liu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-12-07T05:11:28Z
  DOI: 10.1080/01621459.2020.1832501
Learning When-to-Treat Policies
- Authors: Xinkun Nie, Emma Brunskill, Stefan Wager
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-30T07:43:24Z
  DOI: 10.1080/01621459.2020.1831925
BAGS: A Bayesian Adaptive Group Sequential Trial Design With
Subgroup-Specific Survival Comparisons
- Authors: Ruitao Lin, Peter F. Thall, Ying Yuan
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-30T05:10:55Z
  DOI: 10.1080/01621459.2020.1837142
Highly Scalable Bayesian Geostatistical Modeling via Meshed Gaussian
Processes on Partitioned Domains
- Authors: Michele Peruzzi, Sudipto Banerjee, Andrew O. Finley
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-24T06:58:46Z
  DOI: 10.1080/01621459.2020.1833889
Hierarchical Community Detection by Recursive Partitioning
- Authors: Tianxi Li, Lihua Lei, Sharmodeep Bhattacharyya, Koen Van den Berge, Purnamrita Sarkar, Peter J. Bickel, Elizaveta Levina
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-24T06:54:58Z
  DOI: 10.1080/01621459.2020.1833888
Learning Latent Factors From Diversified Projections and Its Applications
to Over-Estimated and Weak Factors
- Authors: Jianqing Fan, Yuan Liao
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-20T07:27:03Z
  DOI: 10.1080/01621459.2020.1831927
A Minimax Optimal Ridge-Type Set Test for Global Hypothesis With
Applications in Whole Genome Sequencing Association Studies
- Authors: Yaowu Liu, Zilin Li, Xihong Lin
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-20T07:20:11Z
  DOI: 10.1080/01621459.2020.1831926
Marginalized Frailty-Based Illness-Death Model: Application to the
UK-Biobank Survival Data
- Authors: Malka Gorfine, Nir Keret, Asaf Ben Arie, David Zucker, Li Hsu
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-20T07:14:39Z
  DOI: 10.1080/01621459.2020.1831922
Heteroscedasticity-Robust Inference in Linear Regression Models With Many
Covariates
Open Access Article
- Authors: Koen Jochmans
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-19T08:04:12Z
  DOI: 10.1080/01621459.2020.1831924
Statistical Inference for Online Decision Making via Stochastic Gradient
Descent
- Authors: Haoyu Chen, Wenbin Lu, Rui Song
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-19T07:59:06Z
  DOI: 10.1080/01621459.2020.1826325
Estimating Number of Factors by Adjusted Eigenvalues Thresholding
- Authors: Jianqing Fan, Jianhua Guo, Shurong Zheng
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-19T07:54:56Z
  DOI: 10.1080/01621459.2020.1825448
Warp Bridge Sampling: The Next Generation
- Authors: Lazhi Wang, David E. Jones, Xiao-Li Meng
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-19T07:53:23Z
  DOI: 10.1080/01621459.2020.1825447
High-Dimensional Precision Medicine From Patient-Derived Xenografts
- Authors: Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-12T10:10:54Z
  DOI: 10.1080/01621459.2020.1828091
Simultaneous Detection of Signal Regions Using Quadratic Scan Statistics
With Applications to Whole Genome Association Studies
- Authors: Zilin Li, Yaowu Liu, Xihong Lin
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-12T10:08:30Z
  DOI: 10.1080/01621459.2020.1822849
Do School Districts Affect NYC House Prices' Identifying Border
Differences Using a Bayesian Nonparametric Approach to Geographic
Regression Discontinuity Designs
- Authors: Maxime Rischard, Zach Branson, Luke Miratrix, Luke Bornn
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-12T10:04:27Z
  DOI: 10.1080/01621459.2020.1817749
Balancing Unobserved Covariates With Covariate-Adaptive Randomized
Experiments
- Authors: Yang Liu, Feifang Hu
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-12T10:00:29Z
  DOI: 10.1080/01621459.2020.1825450
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage
Prior
- Authors: Yan Dora Zhang, Brian P. Naughton, Howard D. Bondell, Brian J. Reich
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-11-12T09:56:37Z
  DOI: 10.1080/01621459.2020.1825449
Stochastic Tree Search for Estimating Optimal Dynamic Treatment Regimes
- Authors: Yilun Sun, Lu Wang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-23T12:42:08Z
  DOI: 10.1080/01621459.2020.1819294
Low-Rank Covariance Function Estimation for Multidimensional Functional
Data
- Authors: Jiayi Wang, Raymond K. W. Wong, Xiaoke Zhang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-23T06:32:21Z
  DOI: 10.1080/01621459.2020.1820344
Large-Scale Datastreams Surveillance via Pattern-Oriented-Sampling
- Authors: Haojie Ren, Changliang Zou, Nan Chen, Runze Li
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-23T06:29:34Z
  DOI: 10.1080/01621459.2020.1819295
Learning Individualized Treatment Rules for Multiple-Domain Latent
Outcomes
- Authors: Yuan Chen, Donglin Zeng, Yuanjia Wang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-19T08:47:45Z
  DOI: 10.1080/01621459.2020.1817751
Nonparametric Maximum Likelihood Methods for Binary Response Models With
Random Coefficients
- Authors: Jiaying Gu, Roger Koenker
  Pages: 1 - 20
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-16T04:44:01Z
  DOI: 10.1080/01621459.2020.1802284
Privacy-Preserving Parametric Inference: A Case for Robust Statistics
- Authors: Marco Avella-Medina
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-16T04:31:25Z
  DOI: 10.1080/01621459.2019.1700130
Copula Gaussian Graphical Models for Functional Data
- Authors: Eftychia Solea, Bing Li
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-16T04:17:55Z
  DOI: 10.1080/01621459.2020.1817750
A Penalized Regression Framework for Building Polygenic Risk Models Based
on Summary Statistics From Genome-Wide Association Studies and
Incorporating External Information
- Authors: Ting-Huei Chen, Nilanjan Chatterjee, Maria Teresa Landi, Jianxin Shi
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-12T03:16:23Z
  DOI: 10.1080/01621459.2020.1764849
A Semiparametric Approach to Model Effect Modification
- Authors: Muxuan Liang, Menggang Yu
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-07T03:38:15Z
  DOI: 10.1080/01621459.2020.1811099
Auto-G-Computation of Causal Effects on a Network
- Authors: Eric J. Tchetgen Tchetgen, Isabel R. Fulcher, Ilya Shpitser
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-01T03:32:01Z
  DOI: 10.1080/01621459.2020.1811098
Off-Policy Estimation of Long-Term Average Outcomes With Applications to
Mobile Health
- Authors: Peng Liao, Predrag Klasnja, Susan Murphy
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-10-01T03:27:56Z
  DOI: 10.1080/01621459.2020.1807993
Monte Carlo Approximation of Bayes Factors via Mixing With Surrogate
Distributions
- Authors: Chenguang Dai, Jun S. Liu
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-29T05:48:53Z
  DOI: 10.1080/01621459.2020.1811100
Evaluation of the Health Impacts of the 1990 Clean Air Act Amendments
Using Causal Inference and Machine Learning
- Authors: Rachel C. Nethery, Fabrizia Mealli, Jason D. Sacks, Francesca Dominici
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-16T07:12:37Z
  DOI: 10.1080/01621459.2020.1803883
Inferring Phenotypic Trait Evolution on Large Trees With Many Incomplete
Measurements
- Authors: Gabriel Hassler, Max R. Tolkoff, William L. Allen, Lam Si Tung Ho, Philippe Lemey, Marc A. Suchard
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-16T07:10:48Z
  DOI: 10.1080/01621459.2020.1799812
A Bottom-Up Approach to Testing Hypotheses That Have a Branching Tree
Dependence Structure, With Error Rate Control
- Authors: Yunxiao Li, Yi-Juan Hu, Glen A. Satten
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-16T07:06:54Z
  DOI: 10.1080/01621459.2020.1799811
Angle-Based Hierarchical Classification Using Exact Label Embedding
- Authors: Yiwei Fan, Xiaoling Lu, Yufeng Liu, Junlong Zhao
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-16T07:04:08Z
  DOI: 10.1080/01621459.2020.1801450
Learning Optimal Distributionally Robust Individualized Treatment Rules
- Authors: Weibin Mo, Zhengling Qi, Yufeng Liu
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-15T03:56:49Z
  DOI: 10.1080/01621459.2020.1796359
Cross-Validation for Correlated Data
- Authors: Assaf Rabinowicz, Saharon Rosset
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-14T02:44:27Z
  DOI: 10.1080/01621459.2020.1801451
A Two-Part Framework for Estimating Individualized Treatment Rules From
Semicontinuous Outcomes
- Authors: Jared D. Huling, Maureen A. Smith, Guanhua Chen
  Pages: 1 - 23
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-14T02:22:38Z
  DOI: 10.1080/01621459.2020.1801449
Mini-Batch Metropolis–Hastings With Reversible SGLD Proposal
- Authors: Tung-Yu Wu, Y. X. Rachel Wang, Wing H. Wong
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-14T01:54:04Z
  DOI: 10.1080/01621459.2020.1782222
Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone
Learning in Adults
- Authors: Giorgio Paulon, Fernando Llanos, Bharath Chandrasekaran, Abhra Sarkar
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:57:35Z
  DOI: 10.1080/01621459.2020.1801448
Evaluating Proxy Influence in Assimilated Paleoclimate
Reconstructions—Testing the Exchangeability of Two Ensembles of Spatial
Processes
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  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:53:35Z
  DOI: 10.1080/01621459.2020.1799810
Gene-Based Association Testing of Dichotomous Traits With Generalized
Functional Linear Mixed Models Using Extended Pedigrees: Applications to
Age-Related Macular Degeneration
- Authors: Yingda Jiang, Chi-Yang Chiu, Qi Yan, Wei Chen, Michael B. Gorin, Yvette P. Conley, M’Hamed Lajmi Lakhal-Chaieb, Richard J. Cook, Christopher I. Amos, Alexander F. Wilson, Joan E. Bailey-Wilson, Francis J. McMahon, Ana I. Vazquez, Ao Yuan, Xiaogang Zhong, Momiao Xiong, Daniel E. Weeks, Ruzong Fan
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:49:36Z
  DOI: 10.1080/01621459.2020.1799809
Modeling Network Populations via Graph Distances
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  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:37:36Z
  DOI: 10.1080/01621459.2020.1763803
Improved Doubly Robust Estimation in Learning Optimal Individualized
Treatment Rules
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  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:33:17Z
  DOI: 10.1080/01621459.2020.1725522
Using Maximum Entry-Wise Deviation to Test the Goodness of Fit for
Stochastic Block Models
- Authors: Jianwei Hu, Jingfei Zhang, Hong Qin, Ting Yan, Ji Zhu
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-08T06:31:35Z
  DOI: 10.1080/01621459.2020.1722676
Bias and High-Dimensional Adjustment in Observational Studies of Peer
Effects
- Authors: Dean Eckles, Eytan Bakshy
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-01T07:23:46Z
  DOI: 10.1080/01621459.2020.1796393
Bayesian Joint Modeling of Multiple Brain Functional Networks
- Authors: Joshua Lukemire, Suprateek Kundu, Giuseppe Pagnoni, Ying Guo
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-01T07:19:52Z
  DOI: 10.1080/01621459.2020.1796357
Nonparametric Estimation of Galaxy Cluster Emissivity and Detection of
Point Sources in Astrophysics With Two Lasso Penalties
- Authors: Jairo Diaz-Rodriguez, Dominique Eckert, Hatef Monajemi, Stéphane Paltani, Sylvain Sardy
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-01T07:11:59Z
  DOI: 10.1080/01621459.2020.1796676
Rare Feature Selection in High Dimensions
- Authors: Xiaohan Yan, Jacob Bien
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-09-01T07:10:15Z
  DOI: 10.1080/01621459.2020.1796677
Recurrent Events Analysis With Data Collected at Informative Clinical
Visits in Electronic Health Records
- Authors: Yifei Sun, Charles E. McCulloch, Kieren A. Marr, Chiung-Yu Huang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-26T05:30:05Z
  DOI: 10.1080/01621459.2020.1801447
Estimation of Low Rank High-Dimensional Multivariate Linear Models for
Multi-Response Data
- Authors: Changliang Zou, Yuan Ke, Wenyang Zhang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-26T05:26:23Z
  DOI: 10.1080/01621459.2020.1799813
Assessing Partial Association Between Ordinal Variables: Quantification,
Visualization, and Hypothesis Testing
- Authors: Dungang Liu, Shaobo Li, Yan Yu, Irini Moustaki
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-26T03:44:06Z
  DOI: 10.1080/01621459.2020.1796394
Semiparametric Fractional Imputation Using Gaussian Mixture Models for
Handling Multivariate Missing Data
- Authors: Hejian Sang, Jae Kwang Kim, Danhyang Lee
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-26T03:21:56Z
  DOI: 10.1080/01621459.2020.1796358
Estimating a Change Point in a Sequence of Very High-Dimensional
Covariance Matrices
- Authors: Holger Dette, Guangming Pan, Qing Yang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-26T03:13:53Z
  DOI: 10.1080/01621459.2020.1785477
Inference on a New Class of Sample Average Treatment Effects
- Authors: Jasjeet S. Sekhon, Yotam Shem-Tov
  Pages: 1 - 7
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-25T08:52:14Z
  DOI: 10.1080/01621459.2020.1730854
Semiparametric Estimation of the Distribution of Episodically Consumed
Foods Measured With Error
- Authors: Félix Camirand Lemyre, Raymond J. Carroll, Aurore Delaigle
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-19T09:34:36Z
  DOI: 10.1080/01621459.2020.1787840
Irrational Exuberance: Correcting Bias in Probability Estimates
- Authors: Gareth M. James, Peter Radchenko, Bradley Rava
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-19T09:32:08Z
  DOI: 10.1080/01621459.2020.1787175
Mean and Covariance Estimation for Functional Snippets
- Authors: Zhenhua Lin, Jane-Ling Wang
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-19T09:30:28Z
  DOI: 10.1080/01621459.2020.1777138
Distribution-Free Multisample Tests Based on Optimal Matchings With
Applications to Single Cell Genomics
- Authors: Somabha Mukherjee, Divyansh Agarwal, Nancy R. Zhang, Bhaswar B. Bhattacharya
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-18T07:03:25Z
  DOI: 10.1080/01621459.2020.1791131
Likelihood-Based Inference for Partially Observed Epidemics on Dynamic
Networks
- Authors: Fan Bu, Allison E. Aiello, Jason Xu, Alexander Volfovsky
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-18T06:58:34Z
  DOI: 10.1080/01621459.2020.1790376
AdaBoost Semiparametric Model Averaging Prediction for Multiple Categories
- Authors: Jialiang Li, Jing Lv, Alan T. K. Wan, Jun Liao
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-18T06:56:46Z
  DOI: 10.1080/01621459.2020.1790375
Restricted Spatial Regression Methods: Implications for Inference
- Authors: Kori Khan, Catherine A. Calder
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-18T06:44:31Z
  DOI: 10.1080/01621459.2020.1788949
Distribution-Free Consistent Independence Tests via Center-Outward Ranks
and Signs
- Authors: Hongjian Shi, Mathias Drton, Fang Han
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-18T06:34:46Z
  DOI: 10.1080/01621459.2020.1782223
The Hellinger Correlation
- Authors: Gery Geenens, Pierre Lafaye de Micheaux
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-17T07:39:26Z
  DOI: 10.1080/01621459.2020.1791132
Covariate Adaptive False Discovery Rate Control With Applications to
Omics-Wide Multiple Testing
- Authors: Xianyang Zhang, Jun Chen
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-17T07:33:41Z
  DOI: 10.1080/01621459.2020.1783273
Personalized Policy Learning Using Longitudinal Mobile Health Data
- Authors: Xinyu Hu, Min Qian, Bin Cheng, Ying Kuen Cheung
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-11T06:36:57Z
  DOI: 10.1080/01621459.2020.1785476
A Semiparametric Instrumental Variable Approach to Optimal Treatment
Regimes Under Endogeneity
- Authors: Yifan Cui, Eric Tchetgen Tchetgen
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-04T02:13:57Z
  DOI: 10.1080/01621459.2020.1783272
More Efficient Policy Learning via Optimal Retargeting
- Authors: Nathan Kallus
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-08-03T08:39:12Z
  DOI: 10.1080/01621459.2020.1788948
Causal Inference With Interference and Noncompliance in Two-Stage
Randomized Experiments
- Authors: Kosuke Imai, Zhichao Jiang, Anup Malani
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-24T12:54:32Z
  DOI: 10.1080/01621459.2020.1775612
Bayesian Structure Learning in Multilayered Genomic Networks
- Authors: Min Jin Ha, Francesco Claudio Stingo, Veerabhadran Baladandayuthapani
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-24T05:00:57Z
  DOI: 10.1080/01621459.2020.1775611
On Design Orthogonality, Maximin Distance, and Projection Uniformity for
Computer Experiments
- Authors: Yaping Wang, Fasheng Sun, Hongquan Xu
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-24T01:05:08Z
  DOI: 10.1080/01621459.2020.1782221
Model-Free Feature Screening and FDR Control With Knockoff Features
- Authors: Wanjun Liu, Yuan Ke, Jingyuan Liu, Runze Li
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:48:58Z
  DOI: 10.1080/01621459.2020.1783274
Bayesian Copula Density Deconvolution for Zero-Inflated Data in
Nutritional Epidemiology
- Authors: Abhra Sarkar, Debdeep Pati, Bani K. Mallick, Raymond J. Carroll
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:46:21Z
  DOI: 10.1080/01621459.2020.1782220
Network Dependence Can Lead to Spurious Associations and Invalid Inference
- Authors: Youjin Lee, Elizabeth L. Ogburn
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:46:00Z
  DOI: 10.1080/01621459.2020.1782219
Estimation of Subgraph Densities in Noisy Networks
- Authors: Jinyuan Chang, Eric D. Kolaczyk, Qiwei Yao
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:44:59Z
  DOI: 10.1080/01621459.2020.1778482
Nonbifurcating Phylogenetic Tree Inference via the Adaptive LASSO
- Authors: Cheng Zhang, Vu Dinh, Frederick A. Matsen
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:42:29Z
  DOI: 10.1080/01621459.2020.1778481
An Empirical Bayes Method for Chi-Squared Data
- Authors: Lilun Du, Inchi Hu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:40:01Z
  DOI: 10.1080/01621459.2020.1777137
Regularized Optimal Transport of Covariates and Outcomes in Data Recoding
- Authors: Valérie Garès, Jérémy Omer
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:39:16Z
  DOI: 10.1080/01621459.2020.1775615
Grouped Heterogeneous Mixture Modeling for Clustered Data
- Authors: Shonosuke Sugasawa
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:38:50Z
  DOI: 10.1080/01621459.2020.1777136
Embedding Learning
- Authors: Ben Dai, Xiaotong Shen, Junhui Wang
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:32:46Z
  DOI: 10.1080/01621459.2020.1775614
Detection of Local Differences in Spatial Characteristics Between Two
Spatiotemporal Random Fields
- Authors: Sooin Yun, Xianyang Zhang, Bo Li
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:30:36Z
  DOI: 10.1080/01621459.2020.1775613
Structure and Sensitivity in Differential Privacy: Comparing K-Norm
Mechanisms
- Authors: Jordan Awan, Aleksandra Slavković
  Pages: 1 - 20
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-20T08:23:01Z
  DOI: 10.1080/01621459.2020.1773831
A Mode-Jumping Algorithm for Bayesian Factor Analysis
- Authors: Albert Xingyi Man, Steven Andrew Culpepper
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:51:58Z
  DOI: 10.1080/01621459.2020.1773833
Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators
With Massive Data
- Authors: Jun Yu, HaiYing Wang, Mingyao Ai, Huiming Zhang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:49:56Z
  DOI: 10.1080/01621459.2020.1773832
Estimation and Validation of Ratio-based Conditional Average Treatment
Effects Using Observational Data
- Authors: Steve Yadlowsky, Fabio Pellegrini, Federica Lionetto, Stefan Braune, Lu Tian
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:48:12Z
  DOI: 10.1080/01621459.2020.1772080
Statistical Inference for Online Decision Making: In a Contextual Bandit
Setting
- Authors: Haoyu Chen, Wenbin Lu, Rui Song
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:46:35Z
  DOI: 10.1080/01621459.2020.1770098
Bayesian Regression With Undirected Network Predictors With an Application
to Brain Connectome Data
- Authors: Sharmistha Guha, Abel Rodriguez
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:46:11Z
  DOI: 10.1080/01621459.2020.1772079
Joint Structural Break Detection and Parameter Estimation in
High-Dimensional Nonstationary VAR Models
- Authors: Abolfazl Safikhani, Ali Shojaie
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-07-07T04:43:47Z
  DOI: 10.1080/01621459.2020.1770097
Smoothing Spline Semiparametric Density Models
- Authors: Jiahui Yu, Jian Shi, Anna Liu, Yuedong Wang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-30T10:33:00Z
  DOI: 10.1080/01621459.2020.1769636
Estimating and Accounting for Unobserved Covariates in High-Dimensional
Correlated Data
- Authors: Chris McKennan, Dan Nicolae
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-30T10:20:50Z
  DOI: 10.1080/01621459.2020.1769635
Multivariate Postprocessing Methods for High-Dimensional Seasonal Weather
Forecasts
- Authors: Claudio Heinrich, Kristoffer H. Hellton, Alex Lenkoski, Thordis L. Thorarinsdottir
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-30T10:14:45Z
  DOI: 10.1080/01621459.2020.1769634
Identification and Estimation of Treatment and Interference Effects in
Observational Studies on Networks
- Authors: Laura Forastiere, Edoardo M. Airoldi, Fabrizia Mealli
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-30T10:12:43Z
  DOI: 10.1080/01621459.2020.1768100
A Multiple-Testing Procedure for High-Dimensional Mediation Hypotheses
- Authors: James Y. Dai, Janet L. Stanford, Michael LeBlanc
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-24T04:52:56Z
  DOI: 10.1080/01621459.2020.1765785
“Generalized Measures of Correlation for Asymmetry, Nonlinearity, and
Beyond”: Some Antecedents on Causality
- Authors: David E. Allen, Michael McAleer
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-24T04:50:50Z
  DOI: 10.1080/01621459.2020.1768101
Testing for Balance in Social Networks
- Authors: Derek Feng, Randolf Altmeyer, Derek Stafford, Nicholas A. Christakis, Harrison H. Zhou
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-24T04:49:03Z
  DOI: 10.1080/01621459.2020.1764850
Separable Effects for Causal Inference in the Presence of Competing Events
- Authors: Mats J. Stensrud, Jessica G. Young, Vanessa Didelez, James M. Robins, Miguel A. Hernán
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-24T04:40:36Z
  DOI: 10.1080/01621459.2020.1765783
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity
Designs
- Authors: Matias D. Cattaneo, Luke Keele, Rocío Titiunik, Gonzalo Vazquez-Bare
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-12T12:04:25Z
  DOI: 10.1080/01621459.2020.1751646
Estimating Mixed Memberships With Sharp Eigenvector Deviations
- Authors: Xueyu Mao, Purnamrita Sarkar, Deepayan Chakrabarti
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-10T10:06:46Z
  DOI: 10.1080/01621459.2020.1751645
Modeling and Regionalization of China’s PM2.5 Using
Spatial-Functional Mixture Models
- Authors: Decai Liang, Haozhe Zhang, Xiaohui Chang, Hui Huang
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-10T09:00:32Z
  DOI: 10.1080/01621459.2020.1764363
Brain Regions Identified as Being Associated With Verbal Reasoning Through
the Use of Imaging Regression via Internal Variation
- Authors: Long Feng, Xuan Bi, Heping Zhang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T07:04:44Z
  DOI: 10.1080/01621459.2020.1766468
Spectral Inference under Complex Temporal Dynamics
- Authors: Jun Yang, Zhou Zhou
  Pages: 1 - 23
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T07:04:34Z
  DOI: 10.1080/01621459.2020.1764365
Spike-and-Slab Group Lassos for Grouped Regression and Sparse Generalized
Additive Models
- Authors: Ray Bai, Gemma E. Moran, Joseph L. Antonelli, Yong Chen, Mary R. Boland
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T07:04:08Z
  DOI: 10.1080/01621459.2020.1765784
The Impact of Churn on Client Value in Health Insurance, Evaluation Using
a Random Forest Under Various Censoring Mechanisms
- Authors: Guillaume Gerber, Yohann Le Faou, Olivier Lopez, Michael Trupin
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T06:58:35Z
  DOI: 10.1080/01621459.2020.1764364
Efficiently Backtesting Conditional Value-at-Risk and Conditional Expected
Shortfall
- Authors: Qihui Su, Zhongling Qin, Liang Peng, Gengsheng Qin
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T06:54:33Z
  DOI: 10.1080/01621459.2020.1763804
Incorporating Animal Movement Into Distance Sampling
- Authors: R. Glennie, S. T. Buckland, R. Langrock, T. Gerrodette, L. T. Ballance, S. J. Chivers, M. D. Scott
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T06:54:24Z
  DOI: 10.1080/01621459.2020.1764362
Robust Q-Learning
- Authors: Ashkan Ertefaie, James R. McKay, David Oslin, Robert L. Strawderman
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-06-08T06:53:12Z
  DOI: 10.1080/01621459.2020.1753522
A New Coefficient of Correlation
- Authors: Sourav Chatterjee
  Pages: 1 - 21
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-28T05:33:08Z
  DOI: 10.1080/01621459.2020.1758115
Sparse Learning and Structure Identification for Ultrahigh-Dimensional
Image-on-Scalar Regression
- Authors: Xinyi Li, Li Wang, Huixia Judy Wang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-26T05:43:37Z
  DOI: 10.1080/01621459.2020.1753523
Smooth Backfitting of Proportional Hazards With Multiplicative Components
- Authors: Munir Hiabu, Enno Mammen, M. Dolores Martínez-Miranda, Jens P. Nielsen
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-18T04:50:17Z
  DOI: 10.1080/01621459.2020.1753520
Doubly Robust Estimation of Optimal Dosing Strategies
- Authors: Juliana Schulz, Erica E. M. Moodie
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-18T04:48:18Z
  DOI: 10.1080/01621459.2020.1753521
Integrating Multisource Block-Wise Missing Data in Model Selection
- Authors: Fei Xue, Annie Qu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-14T06:45:10Z
  DOI: 10.1080/01621459.2020.1751176
Spherical Regression Under Mismatch Corruption With Application to
Automated Knowledge Translation
- Authors: Xu Shi, Xiaoou Li, Tianxi Cai
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-13T05:32:51Z
  DOI: 10.1080/01621459.2020.1752219
Optimal Individualized Decision Rules Using Instrumental Variable Methods
- Authors: Hongxiang Qiu, Marco Carone, Ekaterina Sadikova, Maria Petukhova, Ronald C. Kessler, Alex Luedtke
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-13T05:22:57Z
  DOI: 10.1080/01621459.2020.1745814
Bayesian Projected Calibration of Computer Models
- Authors: Fangzheng Xie, Yanxun Xu
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-13T01:23:05Z
  DOI: 10.1080/01621459.2020.1753519
Randomization Tests for Weak Null Hypotheses in Randomized Experiments
- Authors: Jason Wu, Peng Ding
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-07T03:42:17Z
  DOI: 10.1080/01621459.2020.1750415
A Hierarchical Max-Infinitely Divisible Spatial Model for Extreme
Precipitation
- Authors: Gregory P. Bopp, Benjamin A. Shaby, Raphaël Huser
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  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2020-05-07T03:42:00Z
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Triplet Matching for Estimating Causal Effects With Three Treatment Arms:
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Extreme and Inference for Tail Gini Functionals With Applications in Tail
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Integrating Multidimensional Data for Clustering Analysis With
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Optimal Permutation Recovery in Permuted Monotone Matrix Model
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Statistical Inference for High-Dimensional Models via Recursive
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Optimal Estimation of Wasserstein Distance on a Tree With an Application
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ALMOND: Adaptive Latent Modeling and Optimization via Neural Networks and
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