Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: spline returned 48 record(s)
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Sunday, 07/30/2017
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Bayesian Inference in Nonparanormal Graphical Models
Jami Mulgrave; Subhashis Ghoshal, North Carolina State University
2:05 PM
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Nonparametric non-convex penalized regression spline and application in ECG recording
Yao Chen, Purdue University; Xiao Wang, Purdue University; Mohammad Adibuzzaman, Purdue University; Yonghan Jung, Purdue University
4:05 PM
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Ultra-high-dimensional Additive Partially Linear Models
Xinyi Li, Iowa State University; Li Wang, Iowa State University; Dan Nettleton, Iowa State University
4:20 PM
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Additive Partially Linear Models for Massive Heterogeneous Data
Binhuan Wang, New York University School of Medicine; Yixin Fang, New Jersey Institute of Technology; Heng Lian, City University of Hong Kong; Hua Liang , George Washington University
4:35 PM
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B-Spline Imputation Procedures for the Treatment of Item Nonresponse in Surveys
David Haziza, University of Montreal; Camelia Goga, Universite de Bourgogne
5:05 PM
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Adaptive Bayesian Power Spectrum Analysis of Multivariate Nonstationary Time Series
Zeda Li, Temple University; Robert T Krafty, Department of Biostatistics, University of Pittsburgh
5:20 PM
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Nonparametric estimation of time-variant quantiles and statistical models
Jessica Rudd, Kennesaw State University; Mohammed Chowdhury, Kennesaw State University
5:35 PM
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Monday, 07/31/2017
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Spline Density Estimation and Inference with Model-Based Penalties
Jian Shi, University of California, Santa Barbara
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Semiparametric Bayes' Proportional Odds Models for Arbitrarily Censored Failure Time Data
Lu Wang, University of South Carolina; Lianming Wang, University of South Carolina
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
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Automatic Shape-Constrained Nonparametric Regression
Zhikun Gao, George Washington University; Huixia Judy Wang, The George Washington University; Yanlin Tang, School of Mathematical Sciences, Tongji University
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Smoothing Splines Approach for Longitudinal Analysis of Functional Outcomes
Kush Kapur, Boston Children's Hospital, Harvard Medical School; Rajesh Selukar, SAS Institute Inc; Basil Darras, Boston Children's Hospital, Harvard Medical School; Seward Rutkove, Beth Israel Deaconess Medical Center, Harvard Medical School
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
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Rank-Based Estimation for Generalized Additive Models with an Application to Fisheries Data
Hannah Correia, Auburn University; Asheber Abebe, Auburn University
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
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Embracing Blessing of Massive Scale in Big Data
Guang Cheng, Purdue; Stanislav Volgushev, Univ of Toronto; Shih-Kang Chao, Purdue
8:35 AM
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A Method for Visualizing Continuous Glucose Patterns Using B-Splines and T-Distributed Stochastic Neighbor Embedding
Hui Zheng, Harvard Medical School
9:05 AM
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
9:10 AM
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
9:15 AM
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Rank-Based Estimation for Generalized Additive Models with an Application to Fisheries Data
Hannah Correia, Auburn University; Asheber Abebe, Auburn University
9:25 AM
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Automatic Shape-Constrained Nonparametric Regression
Zhikun Gao, George Washington University; Huixia Judy Wang, The George Washington University; Yanlin Tang, School of Mathematical Sciences, Tongji University
10:40 AM
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Synthesizing Correlations by Numerical Likelihood Approach with Application
Myung Soon Song, SUNY Cortland
10:50 AM
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Smoothing Splines Approach for Longitudinal Analysis of Functional Outcomes
Kush Kapur, Boston Children's Hospital, Harvard Medical School; Rajesh Selukar, SAS Institute Inc; Basil Darras, Boston Children's Hospital, Harvard Medical School; Seward Rutkove, Beth Israel Deaconess Medical Center, Harvard Medical School
10:50 AM
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Nonparametric Covariance Estimation for Longitudinal Data via Tensor Product Smoothing
Tayler Blake, Information Control Company; Yoonkyung Lee, The Ohio State University
10:50 AM
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
11:10 AM
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Boosted Multivariate Trees for Longitudinal Data
Amol Pande; Liang Li, University of Texas MD Anderson Cancer Center; Jeevanantham Rajeswaran , Cleveland Clinic Foundation; John Ehrlinger, Cleveland Clinic Foundation; Udaya Kogalur, Cleveland Clinic Foundation; Eugene Blackstone , Cleveland Clinic Foundation; Hemant Ishwaran, University of Miami
11:20 AM
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Spatio-Temporal Models with Excess Zeros
Mahmoud Torabi, University of Manitoba
2:45 PM
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Tuesday, 08/01/2017
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Functional Principal Component Logistic Regression Model for Online Arabic Handwriting Recognition
Amani Albaqshi, University of Northern Colorado; Khalil Shafie, University of Northern Colorado
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Local Signal Detection on Irregular Domains via Bivariate Splines
Miao Yang; Lan Xue, Oregon State University; Lijian Yang, Tsinghua University
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Dynamic Predictions in Bayesian Functional Joint Models for Longitudinal and Time-To-Event Data: An Application to Alzheimer's Disease
Kan Li, The University of Texas Health Science Center at Houston ; Sheng Luo, The University of Texas Health Science Center at Houston
9:50 AM
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New Insights into Activity Patterns in Children, Found Using Functional Data Analyzes
Jeff Goldsmith, Columbia University; Xinyue Liu, Analysis Group; Judith Jacobson, Columbia University; Andrew Rundle, Columbia University
10:35 AM
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Nonparametric Estimation for Extreme-Value Copula Functions via Constrained Spline Regressions
Yang Li, Renmin University of China; Yichen Qin, University of Cincinnati; Siqi Xiang, Renmin University of China; Jun Yan, University of Connecticut
10:50 AM
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Flexible Bayesian Additive Joint Models
Meike Köhler, Helmholtz Zentrum München; Nikolaus Umlauf, Universität Innsbruck; Sonja Greven, Ludwig-Maximilians-Universität München
11:00 AM
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Semiparametric Approaches for Matched Case-Control Studies with Error-In-Covariates
Nels Johnson; Inyoung Kim, Virginia Tech
11:35 AM
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Minimax Estimation for Varying Coefficient Model with Longitudinal Data
Xiaowu Dai, University of Wisconsin Madison
3:05 PM
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Wednesday, 08/02/2017
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Variable Selection And Nonlinear Effect Discovery in Partially Linear Mixture Cure Rate Models
Abdullah Masud, AbbVie
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Clustering Methods for Ordered Categorical Data with Response Style
Mariko Takagishi, Graduate School of Culture and Information Science, Doshisha University; Michel van de Velden, Department of Econometrics, Erasmus School of Economics, Erasmus University Rotterdam; Hiroshi Yadohisa, Department of Culture and Information Science, Doshisha University
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Recent Advances in Multiple Change-Point Detection
Piotr Fryzlewicz, London School of Economics; Yining Chen, London School of Economics; Rafal Baranowski, London School of Economics
9:00 AM
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Penalized Spline of Propensity Methods for Treatment Comparisons
Roderick J Little, University of Michigan; Tingting Zhou, University of Michigan; Michael R. Elliott, University of Michigan
2:05 PM
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Regression Analysis of Multivariate Interval-Censored Failure Time Data Under Frailty Probit Models
Yifan Zhang, University of South Carolina; Lianming Wang, University of South Carolina
2:05 PM
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Semiparametric Single Index Regression Models for Censored Outcomes
Jin Wang, UNC Chapel Hill; Donglin Zeng, University of North Carolina; Danyu Lin, University of North Carolina
2:20 PM
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Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes
Yuhang Xu, University of Nebraska-Lincoln; Yehua Li, Iowa State University; Dan Nettleton, Iowa State University
2:50 PM
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Modeling Precipitation Extremes Using Log-Histospline
Whitney Huang, Purdue University; Doug Nychka, National Center for Atmospheric Research; Hao Zhang, Purdue University
3:05 PM
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Thursday, 08/03/2017
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Time Series Smoother for Effect Detection
Cheng You, Pennsylvania State University; Dennis K.J. Lin, Penn State University; Sidney Stanley Young, CGStat
9:35 AM
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Bayesian Finite Population Inference for Skewed Survey Data Using Skew-Normal Penalized-Spline Regression
Qixuan Chen, Columbia University; Yutao Liu, Columbia University
11:05 AM
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Accounting for Spatial Variation in Phenotype Distribution in Sequencing Studies with Natural Thin Plate Spline
Ye Ting Du, Harvard University; Han Chen, University of Texas Health Science Center at Houston; Xihong Lin, Harvard TH Chan School of Public Health
11:35 AM
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Sensor Fusion Approach for Detecting Landmines
Andrew Cho, Duke University; Colin Rundel, Duke University Statistical Science
11:50 AM
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Two Overlooked Statistical Issues in the Study of Neurodevelopmental Trajectories
Philip Reiss, University of Haifa
11:55 AM
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