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Sunday, 08/01/2010
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Finding Quantitative Trait Loci Genes in Experimental Crosses with Targeted Maximum Likelihood Estimation in a Semiparametric Model
Hui Wang, University of California, Berkeley
2:05 PM
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Using the Estimating Function Bootstrap to Obtain Adjusted p-Values for Quantitative Trait Mapping
Theodore Lystig, Boehringer Ingelheim Pharmaceuticals, Inc.
2:20 PM
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Skew-Elliptical Spatial Random-Effect Modeling for Areal Data with Application to Mapping Health Utilization Rates
Farouk Salim Nathoo, University of Victoria; Pulak Ghosh, Indian Institute of Management, Bangalore
2:35 PM
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Identifying QTLs in Plant Breeding Populations with Adaptive Mixed LASSO
Dong Wang, University of Nebraska-Lincoln; Kent M. Eskridge, University of Nebraska-Lincoln; Jose Crossa, International Maize and Wheat Improvement Center
2:50 PM
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Mapping Local Risk Ratios of Rare Infectious Diseases with Aggregate Data
Nong Shang, CDC
3:20 PM
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Discovering Sparse Covariance Structures with the Isomap
Amy Wagaman, Amherst College; Elizaveta Levina, University of Michigan
5:05 PM
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Monday, 08/02/2010
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Integrating Ordinary Differential Equations into Functional Mapping for Soybean Data
Guifang Fu, Penn State; Rongling Wu, Penn State
9:05 AM
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A Multivariate Penalized Regression Method for eQTL Mapping
Ting-Huei Chen, The University of North Carolina at Chapel Hill; Wei Sun, The University of North Carolina at Chapel Hill; Fred Wright, The University of North Carolina at Chapel Hill
9:20 AM
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A Weighted Average Likelihood Ratio Test with Application to RNAseq Data
Peng Liu, Iowa State University; Yaqing Si, Iowa State University
10:35 AM
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Development and Application of Statistical Analysis for Epitope Mapping
Cheng Su, Amgen Inc.; Ning Weng, Amgen Inc.
10:50 AM
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Kernel-Machine Methods for Gene Mapping of Complex Traits
Michael Epstein, Emory University
2:05 PM
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High-Dimensional Adaptive Basis Density Estimation
Susan Buchman, Carnegie Mellon University; Ann Lee, Carnegie Mellon University; Chad Schafer, Carnegie Mellon University
2:05 PM
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Extended Structure-Preserving Estimation Method for Updating Small-Area Estimates of Poverty
Marissa Cinco Isidro, Massey University; Stephen John Haslett, Massey University; Geoffrey Jones, Massey University
2:20 PM
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A Geostatistical Approach to Disease Mapping for Aggregated Count Data Using GLMMs
Lauren Hund, Harvard University; Brent A. Coull, Harvard School of Public Health
3:20 PM
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Tuesday, 08/03/2010
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Tandem Mass Spectrometry Data Analysis to Map Signaling Pathways and Protein Interaction Network
Yan Zhang, University of Michigan; Hye Kyong Kweon, University of Michigan; Philip Andrews, University of Michigan
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Gaussian Process--Based Bayesian Semiparametric Quantitative Trait Loci Interval Mapping
Fei Zou , The University of North Carolina at Chapel Hill; Hanwen Huang, The University of North Carolina at Chapel Hill; Haibo Zhou, The University of North Carolina at Chapel Hill; Fuxia Cheng, Illinois State University; Ina Hoeschele, Virginia Tech
2:05 PM
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Nonparametric Functional Mapping of Quantitative Trait Loci
Jie Yang, St. Jude Children's Research Hospital; George Casella, University of Florida; Rongling Wu, Penn State
2:30 PM
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Crime Mapping in The Netherlands
Elke Amelie Moons, Statistics Netherlands; Leanne Houben, Statistics Netherlands
2:50 PM
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Wednesday, 08/04/2010
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Visualizing Data Patterns with Micromaps
Daniel B. Carr, George Mason University; Linda Williams Pickle, StatNet Consulting LLC
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Incorporating Data on Residential History for Disease Mapping
Caroline Jeffery, Harvard School of Public Health; Al Ozonoff, Boston University School of Public Health; Justin Manjourides, Harvard School of Public Health; Marcello Pagano, Harvard School of Public Health
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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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Enhancing the Teaching of Statistics: Analysis of Spatial Data Using SOCR and R
Nicolas Christou, University of California, Los Angeles; Ivo Dinov, University of California, Los Angeles
9:20 AM
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Probability Maps for Brain Activity via fMRI
Lynne Seymour, The University of Georgia; Ana Bargo, The University of Georgia; Abhyuday Mandal, The University of Georgia; Nicole Lazae, The University of Georgia; Jennifer McDowell, The University of Georgia
9:35 AM
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Automatic Multiple-Stage Classification of Sleep Stages of Songbirds
Hong Xu, Nanyang Technological University; Zhiyi Chi, University of Connecticut; Daniel Margoliash, The University of Chicago; Sylvan Shank, The University of Chicago
10:05 AM
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Bayesian Partition Models for Detecting Interactions
Jun Liu, Harvard University
10:35 AM
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A Bayesian Hierarchical Spatial Approach for Constructing Disease Risk Maps at a Finer Level Than Is Provided in Publicly Available Data
Fu-Chi Hsieh, Yale University; Theodore R. Holford, Yale University
11:05 AM
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Semiparametric Functional Mapping for Irregular Longitudinal Data Using Penalized Spline and MCMC
Kiranmoy Das, Penn State
11:50 AM
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Reversible Jump MCMC for Parametric Functional Data Models: Changing Models Through Function Space Mappings
David A. Campbell, Simon Fraser University
2:45 PM
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Accurate Parameter Estimation Using High-Dimensional Astrophysical Data
Joseph William Richards, Carnegie Mellon University
3:05 PM
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Critiquing Bioinformatics Resources When ID Mapping Is Needed to Integrate Genomic and Proteomic Studies
Roger Day, University of Pittsburgh; Kevin McDade, University of Pittsburgh; Uma Chandran, University of Pittsburgh; Alex Lisovich, University of Pittsburgh
3:20 PM
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Thursday, 08/05/2010
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Penalized Regression Methods for Ranking Variables by Effect Size, with Applications to Genetic Mapping Studies
Nam-Hee Choi, University of Michigan; Kerby Shedden, University of Michigan; Ji Zhu, University of Michigan
8:35 AM
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Patterns in ICT Growth and Development in Africa: A Kohonen Map Analysis
Olumayokun Soremekun, Bentley University; Charles Malgwi, Bentley University
9:35 AM
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The GNUMAP Project: Probabilistic Mapping of Next-Generation Sequencing Reads with Applications
W. Evan Johnson, Brigham Young University; Nathan Clement, Brigham Young University; Mark Clement, Brigham Young University; Quinn Snell, Brigham Young University
9:50 AM
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A Gaussian Process Regression Approach to a Single-Index Model
Taeryon Choi, Korea University; Jian Qing Shi, University of Newcastle; Bo Wang, University of York
10:35 AM
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Experiences with Approximate Bayes Inference for the Poisson-CAR Model
Chae Young Lim, Michigan State University; Sarat C. Dass, Michigan State University; Tapabrata Maiti, Michigan State University
10:35 AM
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Identifying Groups: A Comparison of Segmentation Methodologies
Sam Woolford, Bentley University; Abdolreza Eshghi, Bentley University; Dominique Haughton, Bentley University; Pascal Legrand, Group ESC-Clermont-CRCGM; Maria Skaletsky, Bentley University
10:50 AM
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Value-Added Analysis of GWAS
Nilanjan Chatterjee, National Cancer Institute
11:25 AM
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Spatial Multistate Models
Patrick Edward Brown, Cancer Care Ontario/Dalla Lana School of Public Health
11:50 AM
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