Statistical Machine Learning and Big-p Data
Pradeep Ravikumar, Computer Science, University of Texas, Austin
02/13/2013
Lightweight Research Data Management with SQLSharey
Bill Howe, eScience Institute, University of Washington
02/06/2013
An Introduction to the Theory of Incentives
Fahad Khalil, Economics, University of Washington
01/23/2013
Pediatric Inpatient Hospitalizations for Non-Traumatic Dental Conditions
Donald L. Chi, Dentistry and Oral Health, University of Washington
01/16/2013
Iterative Scaling for Irregular Patterns of Association
Anna Klimova, Statistics, University of Washington
12/05/2012
Bayesian Inference for Two-Phase Studies with Categorical Covariates
Michelle Ross, Biostatistics, University of Washington
11/21/2012
Predicting and Explaining Strategic Legislative Transparency
Dan Pemstein, Political Science, North Dakota State University
11/14/2012
Persuasion, Ideology, and Speech: Using automated text analysis to model opinion formation and change
Nick Beauchamp, Political Science, New York University
11/06/2012
A Dynamic Ordinal Item Response Theory Model of Political Repression and Accountability Standards
Christopher J Fariss, Political Science, University of California, San Diego
10/31/2012
Single World Intervention Graphs (SWIGs): A Unification of the Counterfactual and Graphical Approaches to Causality
Thomas Richardson, CSSS, Statistics, University of Washington
10/10/2012
Course Overview
CSSS
05/30/2012
Is the Privacy of Network Data an Oxymoron?
Stephen E. Fienberg, Statistics, Carnegie Mellon University
05/23/2012
Does Marriage Boost Men's Wages?: Identification of Treatment Effects in Fixed Effects Regression Models for Panel Data
Michael Sobel, Statistics, Columbia University
05/16/2012
Studying the link between ambient air pollution and cardiovascular diseases
Joel Kaufman, Env. and Occ. Health Sciences, Epidemiology, General Internal Medicine, University of Washington
05/09/2012
Big data meets medical care: Patient-level predictive models for large-scale medical data
Tyler McCormick, Statistics and Sociology, University of Washington
05/02/2012
Nature's false confessions: a proposal for comprehensive registration to discourage data fishing in political science
Macartan Humphreys, Political Science, Columbia University
04/18/2012
Modeling and Optimizing Word of Mouth with Markov Logic
Pedro Domingos, Computer Science and Engineering, University of Washington
04/11/2012
Cultural Phylogenetics of Religion using Thai Bronze Buddha Statues
Ben Marwick, Anthropology, University of Washington
04/04/2012
Inference for epidemics in progress: incorporating contact tracing information
Gareth Roberts, Statistics, University of Warwick
03/14/2012
Forecasting Commodity Prices with Mixed-Frequency Data: An OLS-Based Generalized ADL Approach
Yu-Chin Chen, Economics, University of Washington
02/22/2012
Estimating Lifetime or Episode-of-illness Costs under Censoring
Anirban Basu, Pharmacy and Health Services, University of Washington
02/15/2012
Fast Inference for Model-Based Clustering of Networks Using an Approximate Case-Control Likelihood
Adrian E. Raftery, Statistics and Sociology, University of Washington
02/08/2012
Measuring Threshold Performance in Behavioral Experiments
Geoffrey Boynton, Psychology, University of Washington
02/01/2012
Gaussian processes for learning about climate model parameters
Murali Haran, Statistics, University of Washington
01/25/2012
The growing importance of education as a fundamental cause of mortality in the United States
Mark D. Hayward, Sociology, University of Texas
01/11/2012
Estimating Demographic Parameters with Uncertainty from Fragmentary Data
Mark Wheldon, Statistics, University of Washington
12/07/2011
Not Available
Brendan Murphy, Statistics, University College, Dublin
11/30/2011
Diffusion weighted imaging & tractography: when is a fiber tract not a tract?
Ione Fine, Psychology, University of Washington
11/23/2011
Estimation of the Optimal Time to Start Antiretroviral Therapy in HIV Infected Patients using Dynamic Regime Marginal Structural Models
James M. Robins, Biostatistics and Epidemiology, Harvard University
11/16/2011
Bayesian Hierarchical Semiparametric Modeling of Longitudinal Post-treatment Outcomes from Open-enrollment Therapy Groups
Susan Paddock, Rand Corporation
11/09/2011
EMOD-HIV: A Stochastic Individual-Based Model of HIV Transmission for Evaluating Public Health Interventions in Southern Africa
Daniel Klein, Intellectual Ventures Laboratory
10/26/2011
EMOD-HIV: A Stochastic Individual-Based Model of HIV Transmission for Evaluating Public Health Interventions in Southern Africa
Anna Bershteyn, Intellectual Ventures Laboratory
10/26/2011
The Structure of Online Diffusion Networks
Sharad Goel, Management Science & Engineering, Stanford University
10/19/2011
Estimating age specific mortality: a new model life table system with flexible standard mortality schedule
Haidong Wang, Global Health, University of Washington
10/12/2011
Computer Coded Verbal Autopsy: interviews and machine learning for measuring cause-specific mortality
Abraham Flaxman, Institute for Health Metrics and Evaluation, University of Washington
10/05/2011
Urban Patterns and Carbon Dynamics: Emerging Hypotheses and Research Strategies
Marina Alberti, Urban Design and Planning, University of Washington
05/25/2011
Course Overview
CSSS , University of Washington
05/18/2011
From Fourier to Forensics
Michael Weissman, Physics, University of Illinois
05/04/2011
A New Method for Constructing Model Life Tables: Example Using Life Tables from the Human Mortality Database
Samuel Clark, Sociology, University of Washington
04/27/2011
Blurred Boundaries: A New Measure of Implicit Categorical Perception
Mara Sedlins, Psychology, University of Washington
04/20/2011
A New Method for Constructing Model Life Tables: Example Using Life Tables from the Human Mortality Database.
Samuel Clark, Sociology, University of Washington
03/09/2011
Congress and the Politics of Problem Solving
John D. Wilkerson, Political Science, University of Washington
03/02/2011
A Bayesian Model for Cluster Detection
Jon Wakefield, Statistics and Biostatistics, University of Washington
02/23/2011
How the built environment affects behavior: recent research in active transportation and health
Anne Moudon, Urban Design and Planning, University of Washington
02/09/2011
Selection along the pathways to adult health disparities
Robert G. White, Sociology and Criminology & Law, University of Florida
02/02/2011
Measurement error in retrospective careers: A latent Markov model
Anna Manzoni, Center for Research on Inequalities and the Life Course (CIQLE), Yale University
01/25/2011
Harnessing network science to reveal our digital footprints
Jukka-Pekka Onnela, Biostatistics, Harvard University
01/20/2011
Exploring the housing crisis with ggplot2 and plyr
Hadley Wickham, Statistics, Rice University
01/19/2011
Bayesian Inference for Mediation Effects Using Principal Stratification
Michael Elliot, Biostatistics, University of Michigan
01/12/2011
Using the List Experiment/Item Count Technique to Elicit Honest Answers to Sensitive Survey Questions
Adam Glynn, Government, Harvard University
12/08/2010
Using Network Structure to Estimate Latent Features in Hard-to-Reach Populations
Tyler H. McCormick, Statistics and Sociology, University of Washington
12/01/2010
Congress and the Politics of Problem Solving
John D. Wilkerson, Political Science, University of Washington
11/24/2010
From SATE to PATT: The Essential Role of Placebo Tests for Combining Experimental with Observational Studies
Jasjeet Sekhon, Political Science, University of California, Berkeley
11/17/2010
Testing the Family Investment Hypothesis: Theory and Evidence
Seik Kim, Economics, University of Washington
10/27/2010
Vitality-based Intrinsic and Extrinsic Mortality Processes Explain Patterns in Human Survival
Ting Li, Quantitative Ecology and Resource Management (QERM), University of Washington
10/20/2010
Describing the Dividend Process
Dick Startz, Economics, University of Washington
10/13/2010
Bayesian Inference for General Gaussian Graphical Models with Application to Multivariate Lattice Data
Adrian Dobra, Statistics and Nursing, University of Washington
10/06/2010
Can Voter ID Laws Be Administered in a Race-Neutral Manner? Evidence from the City of Boston
Kevin Quinn, Law, University of California, Berkeley
06/02/2010
Not available
Thomas Richardson, Statistics, University of Washington
05/26/2010
Course Overview
CSSS , University of Washington
05/19/2010
Confidentiality in high-dimensional data
Thomas Lumley, Biostatistics, University of Washington
05/12/2010
Tree-Ring Based Climate Reconstruction
Matthew Schofield, Applied Statistics Center, Columbia University
05/05/2010
Model selection in exploratory latent class and mixture models: What's to be preferred?
Brian Flaherty, Psychology, University of Washington
04/28/2010
Causal Inference with Interference and Transmission
Betz Halloran, Biostatistics, University of Washington
04/21/2010
Cash on delivery: an impact evaluation of India's Janani Suraksha Yojana program to increase in-facility births
Emmanuela Gakidou, Global Health, University of Washington
04/14/2010
Causal Inference and Medical Cost-Effectiveness Analysis
Jasjeet Sekhon, Political Science, University of California, Berkeley
04/07/2010
A New Understanding of the 1994 Rwandan Genocide
Allan Stam, Political Science, University of Michigan
03/10/2010
The Quantum and Tempo of Life-Cycle Events
John Bongaarts, Policy Research Division, The Population Council
03/03/2010
Addressing lack of common support in causal inference using Bayesian non-parametrics
Jennifer Hill, Humanities and Social Sciences, New York University Steinhardt
02/24/2010
Bayesian approaches to factor analysis models for cognitive outcomes with multiple nuisance dimensions
S. McKay Curtis, Statistics, University of Washington
02/10/2010
Evaluating the Impact of Environmental Policy on the Trend Behavior of U.S. Emissions of Nitrogen Oxides and Volatile Organic Compounds
Eric Zivot, Economics, University of Washington
02/03/2010
Invisible Men: Prison Growth and the Construction of Social Statistics
Becky Pettit, Sociology, University of Washington
01/27/2010
Mixture Model Component Trees as an Alternative to High-Dimensional Cognitive Diagnosis Models
Rebecca Nugent, Statistics, Carnegie Mellon University
01/20/2010
The Combination of Ecological and Individual Level Data
Jon Wakefield, Statistics and Biostatistics, University of Washington
01/13/2010
Hierarchical Modeling of Longitudinal Trade Networks
Peter Hoff, Statistics and Biostatistics, University of Washington
01/06/2010
Probabilistic Projections of HIV Prevalence Using Bayesian Melding
Adrian Raftery, Statistics and Sociology, University of Washington
12/09/2009
Respondent-Driven Sampling: Risks and Benefits Of A Novel Sampling Strategy
W. Whipple Neely, Statistics, University of Washington
12/02/2009
Discrete Exponential Family Models for Residential Settlement and Segregation
Miruna Petrescu-Prahova, Statistics, University of Washington
11/25/2009
The Determinants of Sex-Selective Abortions
Claus Portner, Economics, University of Washington
11/18/2009
Latent Pathways to Adulthood and their Associations with Alcohol, Tobacco, and Marijuana Abuse and Dependence
Sabrina Oesterle, School of Social Work, University of Washington
11/04/2009
Cohort Analysis in Social Research: What's New?
Yang Yang, Sociology, University of Chicago
10/28/2009
Propensity Score Matching to Recover Latent Experiments: Diagnostics and Asymptotics
Ben Hansen, Statistics, University of Michigan
10/21/2009
Bayesian Graphical Models for Combining Multiple Data Sources, with Applications in Environmental Epidemiology
Sylvia Richardson, Biostatistics, Imperial College, United Kingdom
10/14/2009
Getting Ahead in the Communist Party: Explaining the Advancement of Central Committee Members in China
Chris Adolph, Political Science, University of Washington
10/07/2009
Time Varying Networks: Reverse Engineering and Analyzing Rewiring Social and Genetic Interactions
Eric Xing, Computer Science, Carnegie Mellon University
09/30/2009
Handling Sparsity via the Horseshoe
Carlos Calvalho, Econometrics & Statistics, The University of Chicago Booth School of Business
05/27/2009
Estimation of Robust Demographic Time-series with Noisy Data for Developing Countries: Selected Cases Studies from Africa and Asia
Patrick Gerland, Population Division, United Nations
05/20/2009
Prior Elicitation and Variable Selection in High Dimensional Regression Models
Mayetri Gupta, Biostatistics, Boston University
05/13/2009
Logistic Regression with Distributed Databases
Aleksandra Slavkovic, Statistics, Penn State University
05/06/2009
The Accuracy of Online Surveys with Non-probability Samples of People who Volunteer to do Surveys for Money
Jon A. Krosnick, Humanities and Social Sciences, Stanford University
04/29/2009
Presentation of CSSS courses for 2009-2010 academic year
CSSS
04/22/2009
Sequential Sampling for Binary Sequences
Ian Dinwoodie, Statistical Sciences, Duke University
04/15/2009
Empirical Comparisons of Computer Models for Stellar Evolution
David van Dyk, Statistics, University of California, Irvine
04/08/2009
Estimating Sparse Network Models
Bala Rajaratnam, Statistics, Stanford University
04/01/2009
Recommender Systems for Fun and Profit
Chris Volinsky, Statistics Research, AT&T Research
03/11/2009
Recommender Systems for Fun and Profit
Chris Volinsky, Statistics Research Department, At&t
03/11/2009
Probabilistic Forecasting: Ensemble Model Output Statistics using Heteroskedastic Censored Regression
Thordis Thorarinsdottir, Statistics, University of Washington
03/04/2009
Probabilistic Forecasting: Ensemble Model Output Statistics using Heteroskedastic Censored Regression
Thordis Thorarinsdottir, Statistics, University of Washington
03/04/2009
Estimation from Network-Based Respondent-Driven Sampling
Krista Gile, Statistics, University of Oxford
02/25/2009
Analysis of the Binary Instrumental Variable Model (Part Two)
Thomas Richardson, Statistics, University of Washington
02/18/2009