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Sunday, 08/04/2013
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Impact of Regularization on Spectral Clustering
Antony Joseph, University of California Berkeley; Bin Yu, Univ of California at Berkeley
4:05 PM
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Likelihoods for Fixed-Rank Nomination Networks
Peter David Hoff, University of Washington
4:30 PM
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On Consistency of Community Detection in Networks
Yunpeng Zhao, George Mason University; Liza Levina , University of Michigan; Ji Zhu, University of Michigan
4:45 PM
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Fast community detection by pseudo-likelihood
Liza Levina , University of Michigan
4:55 PM
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On an Additive Semi-Graphoid Model for Statistical Networks with Application to Pathway Analysis
Bing Li, The Pennsylvania State University; Hyonho Chun, Purdue University; Hongyu Zhao, Yale University
4:55 PM
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Uses and Limitations of GEEs and GLMs for Social Network Data
Elizabeth Ogburn, Harvard University
5:05 PM
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Linking Brain Networks to Behavior with Subsampled Prediction and Stability Metrics
Stephen Strother, Rortman Research Institute, Baycrest
5:25 PM
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Monday, 08/05/2013
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Respondent Behavior in Respondent-Driven Sampling: Sensitivity Analysis Based on Real Network Data
Isabelle Beaudry; Krista J. Gile, University of Massachusetts, Amherst; Corinne M. Mar, University of Washington
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Marketing on Dynamical Random Networks and Related Inference
Daniel Saxton; Anand Vidyashankar, George Mason University
11:20 AM
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Estimation of Symmetry-Constrained Gaussian Graphical Models: Application to Clustered Dense Networks
Xin Gao, York University; Helene Massam, York University
11:25 AM
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Flexible, Nonlinear Probabilistic Downscaling Models: Conditional Density Estimation Networks and Quantile Regression Neural Networks
Alex Cannon, Pacific Climate Impacts Consortium
11:35 AM
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Design and Analysis of Marketing Experiments on Social Networks
Michael Finegold, Carnegie Mellon University
11:35 AM
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Evolving Visualization of Intruder Paths in Sensor Networks
James Shine; James E. Gentle, George Mason University
11:35 AM
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Efficient Parameter Estimation for Models of Health Care--Associated Infection in Continuous Time with Bayesian Networks
Andrew Reed, University of Utah; Alun Thomas, University of Utah; Karim Khader, University of Utah; Molly Leecaster, University of Utah; Tom Greene, University of Utah; Matthew Samore, University of Utah
11:50 AM
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Methods for Detecting Functional Connectivity Change Points in fMRI Data
Ivor Cribben, University of Alberta School of Business; Tor D. Wager, University of Colorado, Boulder; Martin Lindquist, Johns Hopkins Bloomberg School of Public Health
2:05 PM
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Estimation of Time-Varying Networks Using Latent Dynamics
Sandipan Roy, University of Michigan; Yves Atchade, Statistics Department, University of Michigan; George Michailidis, University of Michigan
2:20 PM
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On Consistency of Community Detection in Networks
Yunpeng Zhao, George Mason University; Liza Levina , University of Michigan; Ji Zhu, University of Michigan
2:30 PM
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Detecting Perturbed Biological Pathways Through Latent Network Modeling of Gene Expression
Eric Kolaczyk, Boston University; Lisa Pham, Boston University; Luis E. Carvalho, Boston University; Scott E. Schaus, Boston University
2:30 PM
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Sufficient Statistic Selection for Dynamic Networks
Xizhen Cai, Pennsylvania State University; David Hunter, Pennsylvania State University
2:35 PM
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Longitudinal Analysis of Resting-State fMRI Functional Connectivity Networks
Hakmook Kang, Vanderbilt University; Mark Fiecas, University of California, San Diego
2:45 PM
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Pathway Enrichment Analysis Based on Estimating the Underlying Network
Jing Ma, University of Michigan; George Michailidis, University of Michigan; Ali Shojaie, University of Washington
2:50 PM
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Multilevel Gaussian Graphical Model for Gene and Pathway Networks
Lulu Cheng, Virginia Tech; Inyoung Kim, Virginia Tech
3:05 PM
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Modeling Networks When Data Is Missing or Sampled
Mark Stephen Handcock, University of California - Los Angeles; Krista J. Gile, University of Massachusetts, Amherst; Ian Fellows, University of California - Los Angeles
3:20 PM
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Extraction of Statistically Significant Communities in Undirected Networks
James Wilson, UNC Chapel Hill; Simi Wang, Department of Mathematics, UNC Chapel Hill; Andrew Nobel, UNC-CH; Peter Mucha, Department of Mathematics, UNC Chapel Hill; Shankar Bhamidi, Department of Statistics and Operations Research, UNC Chapel Hill
3:20 PM
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Approximate Conditional Inference for Degree-Corrected Network Models
Daniel Klein, Brown University
3:35 PM
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Tuesday, 08/06/2013
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A Case Study on Predicting Transcription Factors and Gene Networks
Dongseok Choi, Oregon Health & Science Univ; Lauren Hayashi, Oregon Health & Science University; Kathryn Carr, Oregon Health & Science University; Mary J. Kelley, Oregon Health & Science University; Ted S. Acott, Oregon Health & Science University
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Reconstruction of Biological Networks Using Differential Equation Models
James Henderson, University of Michigan
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Time-Varying Networks Estimation and Dynamic Model Selection
Xinxin Shu, University of Illinois at Urbana-Champaign; Annie Qu, University of Illinois at Urbana-Champaign
9:15 AM
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An Intuitive Correspondence Measure for Compositional Data with Applications in Understanding Metagenomic Systems
Z. John Daye, University of Arizona; Lingling An, University of Arizona
10:50 AM
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Identifying Functional Co-Activation Patterns in Neuroimaging Studies via Poisson Graphical Models
Wenqiong Xue, Emory University; Jian Kang, Emory University; DuBois Bowman, Emory University; Tor D. Wager, University of Colorado, Boulder; Jian Guo, Harvard University
11:05 AM
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Modeling Endogeneity in the Formation of Trust Relationships Online
William Rand, Center for Compexity in Business; Hossam Sharara, Google; Lise Getoor, University of Maryland
11:15 AM
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Using Hidden Markov Models to Identify Job Seekers from Social Network Data
Peter Ebbes, HEC Paris; Oded Netzer, Columbia University
11:35 AM
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Topics in Nonparametric Inference for Network Models
Peter Bickel, University of California - Berkeley
2:05 PM
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Joint Modeling of Communities and Node Features in Networks
Yuan Zhang, University of Michigan; Liza Levina , University of Michigan; Ji Zhu, University of Michigan
2:20 PM
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Maximum Likelihood Estimation of a Directed Acyclic Gaussian Graph
Yiping Yuan, University of Minnesota; Xiaotong Shen, University of Minnesota; Wei Pan, University of Minnesota
2:30 PM
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Scalable Spectral Algorithms for Community Detection in Directed Networks
Sungmin Kim, The Ohio State University; Tao Shi, The Ohio State University
2:35 PM
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Patchwork Sampling and Resampling on Random Networks
Mary E Thompson, University of Waterloo, Canada; Yulia R. Gel, University of Waterloo; L Leticia Ramirez Ramirez, Instituto Tecnologico Autonomo de Mexico; Vyacheslav Lyubchich, University of Waterloo, Canada
2:55 PM
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Exploring Brain Activation Networks with Matrix Volume
Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Ani Eloyan, Johns Hopkins Bloomberg School of Public Health; Brian Caffo, Johns Hopkins University
2:55 PM
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Estimating Network Statistics Through Nonparametric Denoising
Prakash Balachandran, Boston University; Eric Kolaczyk, Boston University; Edo Airoldi, Harvard University
3:20 PM
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Joint Modeling of Multiple Social Networks to Elucidate Primate Social Dynamics: Maximum Entropy Principle and Network-Based Interactions
Stephanie Chan, UC Davis
3:20 PM
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Wednesday, 08/07/2013
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Graph-Theoretic Analysis of Complex Stochastic Networks
David H. Collins, Los Alamos National Laboratory; Aparna V. Huzurbazar, Statistical Sciences Group, Los Alamos National Laboratory
9:25 AM
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Bayesian Inference for Stochastic Epidemic Models with Underlying Network Structure
Sudeshna Paul, Emory University
9:50 AM
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Opportunities and Challenges for Using Networks of Observational Health Care Data for Medical Product Safety Surveillance
Jesse Aaron Berlin, Johnson & Johnson ; Patrick Ryan, Johson & Johnson ; David Madigan, Columbia University; Martijn Schuemie, Erasmus University and Janssen Research & Development
10:55 AM
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Spatial Prediction Using Multivariate Data Structures
Alix I. Gitelman, Department of Statistics, Oregon State University; Xuan Che, Oregon State University; Kathryn Irvine, USGS
10:55 AM
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Poisson Graphical Models for Inferring Networks from Next-Generation Sequencing Data
Genevera Allen, Rice University; Zhandong Liu, Baylor College of Medicine; Euhno Yang, The University of Texas at Austin; Pradeep Ravikumar, The University of Texas at Austin
11:15 AM
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Bilinear Mixed Effects Models for Affiliation Networks
Yanan Jia, Ohio State University; Catherine A. Calder, Ohio State University
2:20 PM
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A Conceptual Framework for Strategic Planning with Emphasis on Land Use and Climate Change
Chandra Aleong, Delaware State University; John Aleong, University of Vermont
3:20 PM
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Thursday, 08/08/2013
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Bayesian Sparse Graphical Models for Classification with Application to Protein Expression Data
Rajesh Talluri, UT M.D. Anderson Cancer Center
9:35 AM
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Measuring Homophily in Network Data
Sergiy Nesterko, Harvard University; Joseph Blitzstein, Harvard University
10:35 AM
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Using Egocentric Data to Explore Size and Diversity of Social Networks Among Lesbian, Gay, Bisexual, and Transgender (LGBT) Older Adults
Elena Erosheva, University of Washington; Hyun-Jun Kim, University of Washington; Charles A. Emlet, University of Washington; Karen I. Fredriksen-Goldsen, University of Washington
11:05 AM
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Statistical Models for Networks Resilient to Targeted Attacks
Jingfei Zhang, University of Illinois; Yuguo Chen, University of Illinois at Urbana-Champaign
11:50 AM
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