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Journal of the American Statistical Association

2012 - 2018

Continuation of Journal of the American Statistical Association.

Current editor(s): Xuming He, Jun Liu, Joseph Ibrahim and Alyson Wilson

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Volume 113, issue 523, 2018

Bayesian Neural Networks for Selection of Drug Sensitive Genes pp. 955-972 Downloads
Faming Liang, Qizhai Li and Lei Zhou
Controlling the FDR in Imperfect Matches to an Incomplete Database pp. 973-982 Downloads
Uri Keich and William Stafford Noble
Optimal Probability Weights for Inference With Constrained Precision pp. 983-991 Downloads
Michele Santacatterina and Matteo Bottai
Latent Variable Poisson Models for Assessing the Regularity of Circadian Patterns over Time pp. 992-1002 Downloads
Sungduk Kim and Paul S. Albert
Modeling Motor Learning Using Heteroscedastic Functional Principal Components Analysis pp. 1003-1015 Downloads
Daniel Backenroth, Jeff Goldsmith, Michelle D. Harran, Juan C. Cortes, John W. Krakauer and Tomoko Kitago
A Bayesian Phase I/II Trial Design for Immunotherapy pp. 1016-1027 Downloads
Suyu Liu, Beibei Guo and Ying Yuan
Maximum Rank Reproducibility: A Nonparametric Approach to Assessing Reproducibility in Replicate Experiments pp. 1028-1039 Downloads
Daisy Philtron, Yafei Lyu, Qunhua Li and Debashis Ghosh
Front-Door Versus Back-Door Adjustment With Unmeasured Confounding: Bias Formulas for Front-Door and Hybrid Adjustments With Application to a Job Training Program pp. 1040-1049 Downloads
Adam N. Glynn and Konstantin Kashin
On the Long-Run Volatility of Stocks pp. 1050-1069 Downloads
Carlos M. Carvalho, Hedibert F. Lopes and Robert E. McCulloch
Cross-Screening in Observational Studies That Test Many Hypotheses pp. 1070-1084 Downloads
Qingyuan Zhao, Dylan S. Small and Paul R. Rosenbaum
On Recursive Bayesian Predictive Distributions pp. 1085-1093 Downloads
P. Richard Hahn, Ryan Martin and Stephen G. Walker
Distribution-Free Predictive Inference for Regression pp. 1094-1111 Downloads
Jing Lei, Max G’Sell, Alessandro Rinaldo, Ryan J. Tibshirani and Larry Wasserman
Assessing Time-Varying Causal Effect Moderation in Mobile Health pp. 1112-1121 Downloads
Audrey Boruvka, Daniel Almirall, Katie Witkiewitz and Susan A. Murphy
Quantitative Evaluation of the Trade-Off of Strengthened Instruments and Sample Size in Observational Studies pp. 1122-1134 Downloads
Ashkan Ertefaie, Dylan S. Small and Paul R. Rosenbaum
Quasi-Likelihood Estimation of a Censored Autoregressive Model With Exogenous Variables pp. 1135-1145 Downloads
Chao Wang and Kung-Sik Chan
A Weighted Edge-Count Two-Sample Test for Multivariate and Object Data pp. 1146-1155 Downloads
Hao Chen, Xu Chen and Yi Su
False Discovery Rate Smoothing pp. 1156-1171 Downloads
Wesley Tansey, Oluwasanmi Koyejo, Russell A. Poldrack and James G. Scott
Weighted False Discovery Rate Control in Large-Scale Multiple Testing pp. 1172-1183 Downloads
Pallavi Basu, T. Tony Cai, Kiranmoy Das and Wenguang Sun
Oracle Estimation of a Change Point in High-Dimensional Quantile Regression pp. 1184-1194 Downloads
Sokbae (Simon) Lee, Yuan Liao, Myung Hwan Seo and Youngki Shin
Optimal Control and Additive Perturbations Help in Estimating Ill-Posed and Uncertain Dynamical Systems pp. 1195-1209 Downloads
Quentin Clairon and Nicolas J.-B. Brunel
On the Use of Reproducing Kernel Hilbert Spaces in Functional Classification pp. 1210-1218 Downloads
José R. Berrendero, Antonio Cuevas and José L. Torrecilla
Functional Feature Construction for Individualized Treatment Regimes pp. 1219-1227 Downloads
Eric B. Laber and Ana-Maria Staicu
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests pp. 1228-1242 Downloads
Stefan Wager and Susan Athey
Quantile-Optimal Treatment Regimes pp. 1243-1254 Downloads
Lan Wang, Yu Zhou, Rui Song and Ben Sherwood
A Bayesian Machine Learning Approach for Optimizing Dynamic Treatment Regimes pp. 1255-1267 Downloads
Thomas A. Murray, Ying Yuan and Peter F. Thall
Robust High-Dimensional Volatility Matrix Estimation for High-Frequency Factor Model pp. 1268-1283 Downloads
Jianqing Fan and Donggyu Kim
Identifying Latent Structures in Restricted Latent Class Models pp. 1284-1295 Downloads
Gongjun Xu and Zhuoran Shang
Modeling Persistent Trends in Distributions pp. 1296-1310 Downloads
Jonas Mueller, Tommi Jaakkola and David Gifford
Edge Exchangeable Models for Interaction Networks pp. 1311-1326 Downloads
Harry Crane and Walter Dempsey
Confidence Regions for Spatial Excursion Sets From Repeated Random Field Observations, With an Application to Climate pp. 1327-1340 Downloads
Max Sommerfeld, Stephan Sain and Armin Schwartzman
A Randomized Sequential Procedure to Determine the Number of Factors pp. 1341-1349 Downloads
Lorenzo Trapani
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity pp. 1350-1361 Downloads
Matias D. Cattaneo, Michael Jansson and Whitney K. Newey
On the Null Distribution of Bayes Factors in Linear Regression pp. 1362-1371 Downloads
Quan Zhou and Yongtao Guan
Bayesian Inference in the Presence of Intractable Normalizing Functions pp. 1372-1390 Downloads
Jaewoo Park and Murali Haran
Book Reviews pp. 1391-1394 Downloads
The Editors

Volume 113, issue 522, 2018

Statistics: Essential Now More Than Ever pp. 489-493 Downloads
Barry D. Nussbaum
A Permutation Test for the Regression Kink Design pp. 494-504 Downloads
Peter Ganong and Simon Jäger
Estimating the Number of Sources in Magnetoencephalography Using Spiked Population Eigenvalues pp. 505-518 Downloads
Zhigang Yao, Ye Zhang, Zhidong Bai and William F. Eddy
Scalable Bayesian Modeling, Monitoring, and Analysis of Dynamic Network Flow Data pp. 519-533 Downloads
Xi Chen, Kaoru Irie, David Banks, Robert Haslinger, Jewell Thomas and Mike West
Statistical Methods for Standard Membrane-Feeding Assays to Measure Transmission Blocking or Reducing Activity in Malaria pp. 534-545 Downloads
Bruce J. Swihart, Michael P. Fay and Kazutoyo Miura
A Tailored Multivariate Mixture Model for Detecting Proteins of Concordant Change Among Virulent Strains of Clostridium Perfringens pp. 546-559 Downloads
Kun Chen, Neha Mishra, Joan Smyth, Haim Bar, Elizabeth Schifano, Lynn Kuo and Ming-Hui Chen
On Estimation of the Hazard Function From Population-Based Case–Control Studies pp. 560-570 Downloads
Li Hsu, Malka Gorfine and David Zucker
A Unified Framework for Fitting Bayesian Semiparametric Models to Arbitrarily Censored Survival Data, Including Spatially Referenced Data pp. 571-581 Downloads
Haiming Zhou and Timothy Hanson
Semiparametric Estimation of Longitudinal Medical Cost Trajectory pp. 582-592 Downloads
Liang Li, Chih-Hsien Wu, Jing Ning, Xuelin Huang, Ya-Chen Shih and Yu Shen
Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes pp. 593-606 Downloads
Yuhang Xu, Yehua Li and Dan Nettleton
Disentangling Bias and Variance in Election Polls pp. 607-614 Downloads
Houshmand Shirani-Mehr, David Rothschild, Sharad Goel and Andrew Gelman
Model Selection for High-Dimensional Quadratic Regression via Regularization pp. 615-625 Downloads
Ning Hao, Yang Feng and Hao Helen Zhang
Bayesian Regression Trees for High-Dimensional Prediction and Variable Selection pp. 626-636 Downloads
Antonio R. Linero
Unsupervised Self-Normalized Change-Point Testing for Time Series pp. 637-648 Downloads
Ting Zhang and Liliya Lavitas
Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains pp. 649-659 Downloads
Clara Happ and Sonja Greven
Boosting in the Presence of Outliers: Adaptive Classification With Nonconvex Loss Functions pp. 660-674 Downloads
Alexander Hanbo Li and Jelena Bradic
Bayesian Nonparametric Calibration and Combination of Predictive Distributions pp. 675-685 Downloads
Federico Bassetti, Roberto Casarin and Francesco Ravazzolo
Design-Based Maps for Finite Populations of Spatial Units pp. 686-697 Downloads
L. Fattorini, M. Marcheselli and L. Pratelli
Group-Linear Empirical Bayes Estimates for a Heteroscedastic Normal Mean pp. 698-710 Downloads
Asaf Weinstein, Zhuang Ma, Lawrence D. Brown and Cun-Hui Zhang
Equivalence of Regression Curves pp. 711-729 Downloads
Holger Dette, Kathrin Möllenhoff, Stanislav Volgushev and Frank Bretz
On Reject and Refine Options in Multicategory Classification pp. 730-745 Downloads
Chong Zhang, Wenbo Wang and Xingye Qiao
Dimensionality Reduction and Variable Selection in Multivariate Varying-Coefficient Models With a Large Number of Covariates pp. 746-754 Downloads
Kejun He, Heng Lian, Shujie Ma and Jianhua Z. Huang
Hidden Population Size Estimation From Respondent-Driven Sampling: A Network Approach pp. 755-766 Downloads
Forrest W. Crawford, Jiacheng Wu and Robert Heimer
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference pp. 767-779 Downloads
Sebastian Calonico, Matias D. Cattaneo and Max H. Farrell
Parametric-Rate Inference for One-Sided Differentiable Parameters pp. 780-788 Downloads
Alexander R. Luedtke and Mark J. van der Laan
Distribution-Free Detection of Structured Anomalies: Permutation and Rank-Based Scans pp. 789-801 Downloads
Ery Arias-Castro, Rui M. Castro, Ervin Tánczos and Meng Wang
Efficient Functional ANOVA Through Wavelet-Domain Markov Groves pp. 802-818 Downloads
Li Ma and Jacopo Soriano
Invariant Inference and Efficient Computation in the Static Factor Model pp. 819-828 Downloads
Joshua Chan, Roberto Leon-Gonzalez and Rodney Strachan
Optimal Subsampling for Large Sample Logistic Regression pp. 829-844 Downloads
HaiYing Wang, Rong Zhu and Ping Ma
Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach pp. 845-854 Downloads
Dungang Liu and Heping Zhang
The Bouncy Particle Sampler: A Nonreversible Rejection-Free Markov Chain Monte Carlo Method pp. 855-867 Downloads
Alexandre Bouchard-Côté, Sebastian J. Vollmer and Arnaud Doucet
Using Standard Tools From Finite Population Sampling to Improve Causal Inference for Complex Experiments pp. 868-881 Downloads
Rahul Mukerjee, Tirthankar Dasgupta and Donald B. Rubin
Nonparametric Maximum Likelihood Estimators of Time-Dependent Accuracy Measures for Survival Outcome Under Two-Stage Sampling Designs pp. 882-892 Downloads
Dandan Liu, Tianxi Cai, Anna Lok and Yingye Zheng
Efficient Estimation for Semiparametric Structural Equation Models With Censored Data pp. 893-905 Downloads
Kin Yau Wong, Donglin Zeng and D. Y. Lin
Testing for Inequality Constraints in Singular Models by Trimming or Winsorizing the Variance Matrix pp. 906-918 Downloads
Ori Davidov, Casey M. Jelsema and Shyamal Peddada
Semiparametric Ultra-High Dimensional Model Averaging of Nonlinear Dynamic Time Series pp. 919-932 Downloads
Jia Chen, Degui Li, Oliver Linton and Zudi Lu
Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes pp. 933-947 Downloads
Sonja A. Swanson, Miguel A. Hernán, Matthew Miller, James M. Robins and Thomas S. Richardson
Book Reviews pp. 948-953 Downloads
The Editors

Volume 113, issue 521, 2018

Learning Optimal Personalized Treatment Rules in Consideration of Benefit and Risk: With an Application to Treating Type 2 Diabetes Patients With Insulin Therapies pp. 1-13 Downloads
Yuanjia Wang, Haoda Fu and Donglin Zeng
Nonparametric Adjustment for Measurement Error in Time-to-Event Data: Application to Risk Prediction Models pp. 14-25 Downloads
Danielle Braun, Malka Gorfine, Hormuzd A. Katki, Argyrios Ziogas and Giovanni Parmigiani
The Effect of Probing “Don’t Know” Responses on Measurement Quality and Nonresponse in Surveys pp. 26-40 Downloads
Jouni Kuha, Sarah Butt, Myrsini Katsikatsou and Chris J. Skinner
Analyzing Two-Stage Experiments in the Presence of Interference pp. 41-55 Downloads
Guillaume Basse and Avi Feller
Compression and Conditional Emulation of Climate Model Output pp. 56-67 Downloads
Joseph Guinness and Dorit Hammerling
Modeling for Dynamic Ordinal Regression Relationships: An Application to Estimating Maturity of Rockfish in California pp. 68-80 Downloads
Maria DeYoreo and Athanasios Kottas
BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data pp. 81-94 Downloads
Siamak Zamani Dadaneh, Xiaoning Qian and Mingyuan Zhou
Variable Selection for Skewed Model-Based Clustering: Application to the Identification of Novel Sleep Phenotypes pp. 95-110 Downloads
Meredith L. Wallace, Daniel J. Buysse, Anne Germain, Martica H. Hall and Satish Iyengar
Modeling Heterogeneity in Healthcare Utilization Using Massive Medical Claims Data pp. 111-121 Downloads
Ross P. Hilton, Yuchen Zheng and Nicoleta Serban
Pair Copula Constructions for Insurance Experience Rating pp. 122-133 Downloads
Peng Shi and Lu Yang
A Bayesian Approach for Estimating Dynamic Functional Network Connectivity in fMRI Data pp. 134-151 Downloads
Ryan Warnick, Michele Guindani, Erik Erhardt, Elena Allen, Vince Calhoun and Marina Vannucci
Mission CO2ntrol: A Statistical Scientist's Role in Remote Sensing of Atmospheric Carbon Dioxide pp. 152-168 Downloads
Noel Cressie
Comment pp. 168-170 Downloads
Petra M. Kuhnert
Comment pp. 171-173 Downloads
William F. Christensen and C. Shane Reese
Comment pp. 173-175 Downloads
Frédéric Chevallier and François-Marie Bréon
Comment pp. 176-178 Downloads
Marc G. Genton and Jaehong Jeong
Rejoinder pp. 178-181 Downloads
Noel Cressie
Minimax Optimal Procedures for Locally Private Estimation pp. 182-201 Downloads
John C. Duchi, Michael I. Jordan and Martin J. Wainwright
Comment pp. 201-203 Downloads
Anderson Y. Zhang and Harrison H. Zhou
Comment pp. 203-204 Downloads
Alfred Hero
Comment pp. 204-207 Downloads
Vishesh Karwa
Comment pp. 207-208 Downloads
Moritz Hardt
Comment pp. 208-211 Downloads
Aaron Roth
Rejoinder pp. 212-215 Downloads
John C. Duchi, Michael I. Jordan and Martin J. Wainwright
Martingale Difference Divergence Matrix and Its Application to Dimension Reduction for Stationary Multivariate Time Series pp. 216-229 Downloads
Chung Eun Lee and Xiaofeng Shao
Exact p-Values for Network Interference pp. 230-240 Downloads
Susan Athey, Dean Eckles and Guido W. Imbens
Network Cross-Validation for Determining the Number of Communities in Network Data pp. 241-251 Downloads
Kehui Chen and Jing Lei
ECA: High-Dimensional Elliptical Component Analysis in Non-Gaussian Distributions pp. 252-268 Downloads
Fang Han and Han Liu
Classified Mixed Model Prediction pp. 269-279 Downloads
Jiming Jiang, J. Sunil Rao, Jie Fan and Thuan Nguyen
A General Framework for Estimation and Inference From Clusters of Features pp. 280-293 Downloads
Stephen Reid, Jonathan Taylor and Robert Tibshirani
Analysis of Gap Times Based on Panel Count Data With Informative Observation Times and Unknown Start Time pp. 294-305 Downloads
Ling Ma and Rajeshwari Sundaram
Block-Diagonal Covariance Selection for High-Dimensional Gaussian Graphical Models pp. 306-314 Downloads
Emilie Devijver and Mélina Gallopin
Error Variance Estimation in Ultrahigh-Dimensional Additive Models pp. 315-327 Downloads
Zhao Chen, Jianqing Fan and Runze Li
Multiple Testing of Submatrices of a Precision Matrix With Applications to Identification of Between Pathway Interactions pp. 328-339 Downloads
Yin Xia, Tianxi Cai and T. Tony Cai
Mixture Models With a Prior on the Number of Components pp. 340-356 Downloads
Jeffrey W. Miller and Matthew T. Harrison
Conditional Modeling of Longitudinal Data With Terminal Event pp. 357-368 Downloads
Shengchun Kong, Bin Nan, John D. Kalbfleisch, Rajiv Saran and Richard Hirth
On Inverse Probability Weighting for Nonmonotone Missing at Random Data pp. 369-379 Downloads
BaoLuo Sun and Eric J. Tchetgen Tchetgen
Embracing the Blessing of Dimensionality in Factor Models pp. 380-389 Downloads
Quefeng Li, Guang Cheng, Jianqing Fan and Yuyan Wang
Balancing Covariates via Propensity Score Weighting pp. 390-400 Downloads
Fan Li, Kari Lock Morgan and Alan M. Zaslavsky
Bayesian Semiparametric Multivariate Density Deconvolution pp. 401-416 Downloads
Abhra Sarkar, Debdeep Pati, Antik Chakraborty, Bani K. Mallick and Raymond J. Carroll
Correlated Random Measures pp. 417-430 Downloads
Rajesh Ranganath and David M. Blei
The Spike-and-Slab LASSO pp. 431-444 Downloads
Veronika Ročková and Edward I. George
Group Regularized Estimation Under Structural Hierarchy pp. 445-454 Downloads
Yiyuan She, Zhifeng Wang and He Jiang
Multi-Armed Bandit for Species Discovery: A Bayesian Nonparametric Approach pp. 455-466 Downloads
Marco Battiston, Stefano Favaro and Yee Whye Teh
Factor Copula Models for Replicated Spatial Data pp. 467-479 Downloads
Pavel Krupskii, Raphaël Huser and Marc G. Genton
Corrigendum pp. 486-486 Downloads
The Editors
Erratum pp. 487-487 Downloads
The Editors
Page updated 2019-02-19