Journal of the American Statistical Association
Papers 10,000
1 page of 1,000 pages (10k results)
#1Matthew Blackwell (Harvard University)H-Index: 14
#2Nicole E. Pashley (RU: Rutgers, The State University of New Jersey)H-Index: 3
#1Yichen Zhu (Duke University)
#2Cheng Li (NUS: National University of Singapore)H-Index: 6
Last. David B. Dunson (Duke University)H-Index: 90
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Classification algorithms face difficulties when one or more classes have limited training data. We are particularly interested in classification trees, due to their interpretability and flexibilit...
The synthetic control method is widely used in comparative case studies to adjust for differences in pre-treatment characteristics. A major attraction of the method is that it limits extrapolation bias that can occur when untreated units with different pre-treatment characteristics are combined using a traditional adjustment, such as a linear regression. Instead, the SC estimator is susceptible to interpolation bias because it uses a convex weighted average of the untreated units to create a syn...
#1David J. Edwards (VCU: Virginia Commonwealth University)H-Index: 12
#2Robert W. Mee (UTK: University of Tennessee at Knoxville)H-Index: 19
Two-level fractional factorial designs are often used in screening scenarios to identify active factors. This article investigates the block diagonal structure of the information matrix of nonregul...
#1Michael Law (UM: University of Michigan–Ann Arbor)
#2Ya'acov Ritov (UM: University of Michigan–Ann Arbor)H-Index: 31
#1Zhibo Cai (NUS: National University of Singapore)
#2Yingcun Xia (UESTC: University of Electronic Science and Technology of China)H-Index: 28
Last. Weiqiang Hang (NUS: National University of Singapore)H-Index: 1
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#1Brian D. Williamson (CHIL: Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa)H-Index: 8
#2Peter B Gilbert (CHIL: Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa)H-Index: 5
Last. Marco Carone (CHIL: Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa)H-Index: 20
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In many applications, it is of interest to assess the relative contribution of features (or subsets of features) toward the goal of predicting a response — in other words, to gauge the variable imp...
#1Hui Chen (NKU: Nankai University)
#2Haojie Ren (SJTU: Shanghai Jiao Tong University)H-Index: 4
Last. Changliang Zou (NKU: Nankai University)H-Index: 33
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In multiple change-point analysis, one of the main difficulties is to determine the number of change-points. Various consistent selection methods, including the use of Schwarz information criterion...
#1Liu Wei (SWUFE: Southwestern University of Finance and Economics)
#2Huazhen Lin (SWUFE: Southwestern University of Finance and Economics)H-Index: 9
Last. Jin Liu (NUS: National University of Singapore)H-Index: 16
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As high-dimensional data measured with mixed-type variables gradually become prevalent, it is particularly appealing to represent those mixed-type high-dimensional data using a much smaller set of ...
#1Aaron J. Molstad (UF: University of Florida)H-Index: 3
#2Adam J. Rothman (University of Minnesota)H-Index: 11
We propose a penalized likelihood method to fit the bivariate categorical response regression model. Our method allows practitioners to estimate which predictors are irrelevant, which predictors on...
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