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Sunday, 08/01/2010
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An Improved Variance-Smoothing Method for Testing Differential Expression in Small-Sample-Size Affymetrix Oligonucleotide Microarrays
Parul Gulati, The Ohio State University; David Jarjoura, The Ohio State University; Soledad Fernandez, The Ohio State University; Lianbo Yu, The Ohio State University; Michael Pennell, The Ohio State University
4:50 PM
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Applications of Smoothing Splines to Assessing Antitumor Activity in Xenograft Models
Maiying Kong, University of Louisville
5:05 PM
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Adaptive Estimation in High-Dimensional Response Surface Models via Iterative Thresholding Regularization
Samir Touzani, French Institut of Petroleum; Anestis Antoniadis, University Joseph Fourier; Daniel Busby, French Institut of Petroleum
5:20 PM
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Monday, 08/02/2010
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Applications of Gaussian Subordination Models in Climate Research
Sucharita Ghosh, Swiss Federal Research Institute WSL
9:05 AM
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Functional Additive Models
Fang Yao, University of Toronto; Hans-Georg Mueller, University of California, Davis
9:15 AM
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Testing for Possible Climate Change--Caused Shifts in Forest Fire Ignitions
Charmaine Dean, Simon Fraser University; Douglas Woolford, Wilfrid Laurier University; Jiguo Cao, Simon Fraser University; David Martell, University of Toronto
9:25 AM
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The Hodrick-Prescott Filter: A Special Case of Penalized Spline Smoothing
A. Alexandre Trindade, Texas Tech University; Robert Paige, Missouri University of Science and Technology
2:20 PM
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Iteratively Reweighted Smoothing Splines
Heeyoung Kim, Georgia Institute of Technology; Xiaoming Huo, Georgia Institute of Technology
2:50 PM
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Tuesday, 08/03/2010
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Intradaily Smoothing Splines for Time-Varying Regression Models of Hourly Electricity Load
Virginie Dordonnat, EDF R&D; Marius Ooms, Vrije Universiteit Amsterdam; Siem Jan Koopman, Vrije Universiteit Amsterdam
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On the Modeling and Simulation of Ambulatory Blood Pressure Traces
David A. James, Novartis; Xiaoyong Sun, Iowa State University
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Generalized Exponential Weighted Moving Average for Time Series Forecasting
Lu Wang, University of California, Davis
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Modeling and Clustering of Time-Course Data
Alejandro Murua, Université de Montréal
8:35 AM
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Constrained Smoothing of Scatterplots with Applications to Mass Spectrometry Data
Xingdong Feng, National Institute of Statistical Sciences; Nell Sedransk, National Institute of Statistical Sciences
8:50 AM
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One Scenario in Which Joint Modeling Is Unnecessary
Joel A. Dubin, University of Waterloo; Xiaoqin Xiong, University of Waterloo
8:55 AM
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Bayesian Nonparametric Intensity Estimation for Inhomogeneous Spatial Point Processes
Yu Ryan Yue, Baruch College, CUNY; Ji Meng Loh, AT&T Labs - Research
9:15 AM
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Bayesian Smoothing Spline ANOVA Model
Paul Speckman, University of Missouri-Columbia; Chin-I Cheng, Central Michigan University
9:35 AM
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Modeling U.S. Cause-Specific Mortality Rates Using an Age-Segmented Lee-Carter model
Jiraphan Suntornchost, National Center for Health Statistics; Rong Wei, National Center for Health Statistics; Eric V. Slud, University of Maryland
11:20 AM
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Nonparametric Profile Monitoring by Mixed Effects Modeling
Peihua Qiu, University of Minnesota
2:05 PM
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Recent History Functional Linear Models for Sparse Longitudinal Data
Kion Kim, Penn State; Damla Senturk, Penn State
2:35 PM
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Wednesday, 08/04/2010
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Spatial Regression Using Kernel-Averaged Predictors
Matthew Joseph Heaton, Duke University; Alan E. Gelfand, Duke University
8:35 AM
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Testing Small Center Events in Multicenter Trials Using Survival Modeling
Usha Sita Govindarajulu, Brigham and Women's Hospital, Harvard Medical School; Elizabeth J. Malloy, American University; James Dziura, Yale University
9:05 AM
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Mapping Batter Ability in Baseball by Using Spatial Statistics Techniques
Dana Draghicescu, Hunter College, CUNY; Benjamin Strong Baumer, CUNY Graduate Center
9:05 AM
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Longitudinal Data Analysis with Event Time as a Covariate
Xuewen Lu, University of Calgary; Bin Nan, University of Michigan; Peter Song, University of Michigan; MaryFran Sowers, University of Michigan
9:15 AM
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A Joint Model of Recurrent Events and a Terminal Event with a Nonparametric Covariate Function
Zhangsheng Yu, Indiana University School of Medicine; Lei Liu, University of Virginia
9:35 AM
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Modifications of and Alternatives to the SMR in Evaluating Center-Specific Mortality
Kevin He, University of Michigan ; Douglas E. Schaubel, University of Michigan
9:35 AM
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Functional Mixed Effects Modeling by Parameter Cascading
Jiguo Cao, Simon Fraser University; James Owen Ramsay, McGill University
10:35 AM
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Automatic Smoothing Parameter Selection for Nonparametric Function Estimation with Clustered and Longitudinal Data
Jianhua Huang, Texas A&M University; Ganggang Xu, Texas A&M University
11:15 AM
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Spline-Backfitted Kernel Smoothing of Generalized Additive Model
Rong Liu, University of Toledo; Lijian Yang, Michigan State University
11:35 AM
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Variable Selection via Smoothing Spline Adaptive Response Transformation
Wenxuan Zhong, University of Illinois
11:55 AM
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Vector Splines and Vector Generalized Linear and Additive Models
Thomas William Yee, University of Auckland
11:55 AM
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Calling Hits in a High-Throughput Screening Assay
Minya Pu, University of California, San Diego; Karen Messer, University of California, San Diego
12:05 PM
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Some Applications of the Nonparametric Regression Model to Air Pollution Data
Javier Olaya, Universidad del Valle
2:05 PM
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Penalized Functional Regression
Jeff Goldsmith, Johns Hopkins Bloomberg School of Public Health; Jennifer Feder, Johns Hopkins Bloomberg School of Public Health; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
2:25 PM
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Functional Connectivity Growth Charts
Philip T. Reiss, New York University; Lei Huang, New York University; Eva Petkova, New York University; Michael P. Milham, New York University; F. Xavier Castellanos, New York University
2:45 PM
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A Self-Consistent Approach for Nonparametric Spectral Density Estimation with Missing Data
Zhengyuan Zhu, Iowa State University; Thomas C.M. Lee, University of California, Davis
3:05 PM
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Thursday, 08/05/2010
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Time Series Data Mining Through Automatic Forecasting and Decomposition
Shu-Ngai Yeung, AT&T Labs; Tom Siu-Tong Au, AT&T Labs; Guang Qin Ma, AT&T Labs; William Pepe, AT&T Labs
8:35 AM
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Time-Varying Transformation Models for Estimation of Conditional Distributions and Quantiles with Longitudinal Data
Xin Tian, National Institutes of Health
8:55 AM
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Spatial Shrinkage Estimation of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data
Tao Yu, National University of Singapore
10:35 AM
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Evaluation of Alternative Methods for Constructing Pediatric Growth Charts Based on the 2000 CDC Growth Charts
Rong Wei, National Center for Health Statistics; Lester Randolph Curtin, CDC
10:50 AM
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Nonparametric Methods in Sensing the Deep Earth
Ping Ma, University of Illinois at Urbana-Champaign
10:55 AM
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Model Selection for Partially Linear Models with Diverging Dimensions
Hao Helen Zhang, North Carolina State University
11:00 AM
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Varying-Coefficient Functional Linear Regression
Yichao Wu, North Carolina State University; Jianqing Fan, Princeton University; Hans-Georg Mueller, University of California, Davis
11:35 AM
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