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386
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Thu, 8/12/2021,
12:00 PM -
1:50 PM
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Virtual
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Nonparametric Modeling II — Contributed Speed
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Section on Nonparametric Statistics
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Chair(s): Jay Breidt, Colorado State University
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12:05 PM
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A New Computational Framework for Log-Concave Density Estimation
Wenyu Chen, Massachusetts Institute of Technology; Rahul Mazumder, Massachusetts Institute of Technology; Richard J. Samworth, University of Cambridge
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12:10 PM
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Data Harmonization via Regularized Nonparametric Mixing Distribution Estimation
Steven Wilkins-Reeves, University of Washington, Department of Statistics; Yen-Chi Chen, University of Washington; Kwun Chuen Gary Chan, University of Washington
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12:15 PM
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Density-Based Interpretable Hypercube Region Partitioning for Mixed Numeric and Categorical Data
Samuel Ackerman, IBM Research, Haifa
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12:20 PM
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A Spectral Analysis of Dot-Product Kernels
Meyer Scetbon, CREST, ENSAE; Zaid Harchaoui, University of Washington
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12:25 PM
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Computerized Higher-Order Efficient Estimation
Zeyi Wang, UC Berkeley; Mark Van Der Laan, University of California
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12:30 PM
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Distance Measure on Independence with Respect to a Statistical Functional of Interest
Lei Fang, University of Kentucky
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12:35 PM
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Bagging Cross-Validated Bandwidths in Nonparametric Regression with Application to Large Sample Sizes
Daniel Barreiro Ures, Universidade da Coruña; Ricardo Cao Abad, Universidade da Coruña; Mario Francisco Fernández, Universidade da Coruña
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12:40 PM
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Estimation and Inference in Generalized Spatial Partially Linear Varying Coefficient Models
Jingru Mu, Kansas State University, the Department of Statistics
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12:45 PM
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Adaptive Estimation in High-Dimensional Additive Models with Multi-Resolution Group Lasso
Yisha Yao, Department of Statistics, Rutgers-New Brunswick; Cun-Hui Zhang, Rutgers University
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12:50 PM
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Composite Nonparametric Inference in High Dimensions
Alejandro Gerardo Villasante Tezanos, University of Texas Medical Branch; Solomon Harrar, University of Kentucky
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1:00 PM
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Using Embeddings for Estimating Causal Effects Over Social Networks
Irina Cristali, The University of Chicago; Victor Veitch, The University of Chicago
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1:05 PM
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Estimation and Variable Selection for Conditional Causal Effect: A Dimension Reduction Approach
Zonghui Hu, National Institutes of Health
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1:10 PM
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Endogeneity in Modal Regression
Tao Wang, University of California, Riverside
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1:15 PM
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The Cumulative Hazard Rate Function for Right-Censored Length-Biased Survival Data
Ali Shariati, Macquarie University; Hassan Doosti, Macquarie University; Vahid Fakoor, Ferdowsi University of Mashhad
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1:20 PM
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Estimation Methods Based on Statistical Distances for Model Adequacy for Discrete and Mixed-Scale Data
Elisavet M Sofikitou, University at Buffalo, Department of Biostatistics; Marianthi Markatou, University at Buffalo, Department of Biostatistics, USA
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1:25 PM
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Effect of Trimming on Robust Measures of Agreement
Elahe Tashakor, Ipsos Public Affairs
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1:30 PM
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Generalized Signed-Rank Estimation for Regression Models with Nonignorable Missing Responses
Brice Merlin Nuguelifack, United States Naval Academy
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1:35 PM
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Semiparametric Estimation of Missingness Mechanism with Nonignorable Missing Data
Samidha Sudhakar Shetty, Pennsylvania State University; Yanyuan Ma, Penn State University; Jiwei Zhao, University of Wisconsin-Madison
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1:40 PM
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Efficient Estimation in a Partially Specified Nonignorable Propensity Score Model
Mengyan Li, Bentley University; Yanyuan Ma, Penn State University; Jiwei Zhao, University of Wisconsin-Madison
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1:45 PM
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Spatially Varying Coefficient Models with Sign Preservation of the Coefficient Functions
Myungjin Kim, Iowa State University; Lily Wang, Iowa State University; Yuyu Zhou, Iowa State University
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