Keyword Search
Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
|
Keyword Search Criteria: high-dimensional data returned 27 record(s)
|
|
Monday, 07/31/2017
|
A Robust Model-Free Feature Screening Method for Ultrahigh-Dimensional Data
Jingnan Xue, Texas A&M University; Faming Liang, University of Florida
|
Comparison of Treatment Regime Estimation Methods Incorporating Variable Selection: Lessons from a Large Simulation Study
Adam Ciarleglio, Columbia; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; Zhe Su, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University
|
Parsimonious and Efficient Construction of Composite Likelihood Equations by L1-Penalization
Zhendong Huang
|
Variable Selection for High-Dimensional Data via Generalized Penalty
Mingwei Sun, University of Alabama; Pu Patrick Wang, University of Alabama
|
A Robust Model-Free Feature Screening Method for Ultrahigh-Dimensional Data
Jingnan Xue, Texas A&M University; Faming Liang, University of Florida
8:40 AM
|
On Reject and Refine Options in Multicategory Classification
Chong Zhang, Seattle, Washington ; Wenbo Wang, Binghamton University; Xingye Qiao, Binghamton University
8:55 AM
|
Bayesian Multi-Study Factor Analysis in High-Dimensional Biological Data
Roberta De Vito, Princeton
9:15 AM
|
Parsimonious and Efficient Construction of Composite Likelihood Equations by L1-Penalization
Zhendong Huang
9:20 AM
|
Variable Selection for High-Dimensional Data via Generalized Penalty
Mingwei Sun, University of Alabama; Pu Patrick Wang, University of Alabama
9:55 AM
|
Comparison of Treatment Regime Estimation Methods Incorporating Variable Selection: Lessons from a Large Simulation Study
Adam Ciarleglio, Columbia; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; Zhe Su, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University
11:20 AM
|
Conditional Means of Low-Dimensional Projections from High-Dimensional Data: Explicit Error Bounds
Ivana Milovic, University of Vienna; Hannes Leeb, University of Vienna
11:35 AM
|
FUNctioNal ELastic-Net (FUNNEL) Pipeline for Gene Set Enrichment Analysis with Overlapping
Yun Zhang, University of Rochester; Juilee Thakar, University of Rochester; Xing Qiu, University of Rochester
2:05 PM
|
Unified Methods for Variable Selection in Large-Scale Genomic Studies with Censored Survival Outcomes
Lauren Spirko, Temple University; Karthik Devarajan, Fox Chase Cancer Center
3:05 PM
|
|
Tuesday, 08/01/2017
|
A Revisit to Nonlocal Method in High-Dimensional Subset Modeling
Ho-Hsiang Wu, National Cancer Institute, NIH; Yuanyuan Bian, University of Missouri
|
Rate-Optimal Perturbation Bounds for Singular Subspaces with Applications to High-Dimensional Data Analysis
Tony Cai, University of Pennsylvania; Anru Zhang, University of Wisconsin-Madison
11:25 AM
|
Asymptotic Distribution Free Change-Point Detection for Modern Data
Lynna Chu, University of California, Davis; Hao Chen, University of California, Davis
3:05 PM
|
|
Wednesday, 08/02/2017
|
Marginal False Discovery Rates for Penalized Regression Models
Patrick Breheny, University of Iowa
8:35 AM
|
Posterior Graph Selection and Estimation Consistency for High-Dimensional Bayesian DAG Models
Xuan Cao, University of Florida; Kshitij Khare, University of Florida; Malay Ghosh, University of Florida
10:50 AM
|
A Multiple Testing Approach to the Regularisation of Large Sample Correlation Matrices
Natalia Bailey, Monash University; Hashem Pesaran, University of Southern California and Trinity College, Cambridge; Vanessa Smith, University of York
2:05 PM
|
Double Robust Matching Estimators for High-Dimensional Confounding Adjustment
Joseph Antonelli; Matthew Cefalu, RAND Corporation; Nathan Palmer, Harvard Medical School; Denis Agniel, RAND Corporation
2:05 PM
|
Knowing Factors or Factor Loadings, or Neither? Evaluating Estimators of Large Covariance Matrices with Noisy and Asynchronous Data
Kun Lu, Princeton University; Chaoxing Dai, Booth School of Business University of Chicago; Dacheng Xiu, University of Chicago
2:50 PM
|
|
|
