Keyword Search
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* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Regularization returned 26 record(s)
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Monday, 07/29/2019
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Joint Estimation and Regularized Aggregation of Brain Network in fMRI Data
Jongik Chung; Cheolwoo Park, University of Georgia; Jennifer McDowell, University of Georgia
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Statistical Inference in a High-Dimensional Binary Regression Problem with Noisy Responses
Hyebin Song
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Group Regularization for Zero-Inflated Count Regression Models
Shrabanti Chowdhury, Icahn School of Medicine at Mount Sinai; Saptarshi Chatterjee, Northern Illinois University; Himel Mallick, Merck & Co., Inc.; Prithish Banerjee, JP Morgan Chase & Co; Broti Garai, NBCUniversal
8:50 AM
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Covariance Function Estimation for Multidimensional Functional Data
Raymond Wong, Texas A&M University; Jiayi Wang, Texas A&M University; Xiaoke Zhang, George Washington University
9:05 AM
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Convex Clustering Analysis for Histogram-Valued Data
Cheolwoo Park, University of Georgia; Hosik Choi, Kyonggi University; Chris Delcher, University of Florida; Yanning Wang, University of Florida; Youngjoo Yoon, Korea National University of Education
10:50 AM
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Guns and Suicides
Danilo Santa Cruz Coelho, Instituto de Pesquisa Econômica Aplicada; Daniel Cerqueira, Instituto de Pesquisa Econômica Aplicada; Marcelo Fernandes, Sao Paulo School of Economics, FGV; Jony Pinto Junior, Universidade Federal Fluminense
11:35 AM
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Data Enriched Regression via Generalized Linear Models
Ying Qing Chen, Fred Hutchinson Cancer Research Center; Sayan Dasgupta, Fred Hutchinson Cancer Research Center; Cheng Zheng, University of Wisconsin at Milwakee; Yuxiang Xie, University of Washington
2:30 PM
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Robust Regression for Microbiome Data Analysis
Aditya Mishra, Flatiron Institute; Christian Lorenz Mueller, Flatiron Institute, Simons Foundation
3:05 PM
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Brain Connectivity-Informed Adaptive Regularization for Generalized Outcomes
Jaroslaw Harezlak, Indiana University School of Public Health; Damian Brzyski, Wroclaw Technological University; Marta Karas, Johns Hopkins School of Public Health; Beau Ances, Washington University School of Medicine; Joaquin Goni, Purdue University; Mario Dzemidzic, Indiana University School of Medicine; Timothy Randolph, Fred Hutchinson Cancer Research Center
3:25 PM
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A New Sparse Network Model for High-Throughput Count Data
Caesar (Zexuan) Li, University of California, Los Angeles; Gang Li, UCLA; Eric Kawaguchi, UCLA Department of Biostatistics
3:30 PM
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Tuesday, 07/30/2019
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High-Dimensional GARCH Model with L1 Regularization
Sijie Yao; Haipeng Xing, SUNY Stony Brook; Hui Zou, University of Minnesota
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A New Sparse Network Model for High-Throughput Count Data
Caesar (Zexuan) Li, University of California, Los Angeles; Gang Li, UCLA; Eric Kawaguchi, UCLA Department of Biostatistics
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Practical Diagnostic Tools for Data Linkage Method
MoonJung Cho, U.S. Bureau of Labor Statistics; Justin McIllece, U.S. Bureau of Labor Statistics
8:35 AM
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Bayesian Selection of Tuning Parameters
Nathan Wikle, Pennsylvania State University; Ephraim Hanks, Pennsylvania State University
9:05 AM
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Implicit Regularization via Hadamard Product Parametrization in Linear Regression
Peng Zhao, Florida State University; Yun Yang, University of Illinois Urbana-Champaign; Qiao-chu He, Southern University of Science and Technology
9:20 AM
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Inference in High-Dimensional Models Without Regularization
Ying Zhu, UC San Diego; Kaspar Wuthrich, UC San Diego
9:55 AM
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An Efficient Two Step Algorithm for High-Dimensional Change Point Regression Models Without Grid Search
Abhishek Kaul, Washington State University; Venkata K Jandhyala, Washington State University; Stergios B Fotopoulos, Washington State University
10:50 AM
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Gaussian Copula Vector Autoregressive Modeling
Vladas Pipiras, University of North Carolina At Chapel Hill; James Livsey, U.S. Census Bureau; Benjamin Leinwand, University of North Carolina at Chapel Hill
11:15 AM
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Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization
Michael Weylandt, Rice University; John Nagorski, Rice University, Department of Statistics; Genevera Allen, Rice University
11:55 AM
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Estimating Multiple Precision Matrices Using Cluster Fusion Regularization
Brad Price, West Virginia University; Aaron Molstad, Fred Hutchinson Cancer Research Center; Ben Sherwood, University of Kansas
3:05 PM
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