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