Tyler H. McCormick

发表

Discovery with Data: Leveraging Statistics with Computer Science to Transform Science and Society

Cynthia Rudin, Rafael A. Irizarry, Eric B. Laber, 2014 .

Bayesian Joint Spike-and-Slab Graphical Lasso

Samuel J. Clark, Tyler H. McCormick, Zehang Richard Li, 2018, ICML.

Beyond Prediction: A Framework for Inference With Variational Approximations in Mixture Models

Tyler H. McCormick, Ted Westling, T. Westling, 2015, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Consistently estimating graph statistics using Aggregated Relational Data pdf

Tyler H. McCormick, Emily Breza, Arun G. Chandrasekhar, 2019, ArXiv.

Standard errors for regression on relational data with exchangeable errors pdf

Tyler H. McCormick, Bailey K. Fosdick, Frank W. Marrs, 2017, ArXiv.

Anomaly Detection in Large-Scale Networks With Latent Space Models pdf

Joshua Neil, Tyler H. McCormick, Wesley Lee, 2019, Technometrics.

Predicting Power Failures with Reactive Point Processes

Cynthia Rudin, Seyda Ertekin, Tyler H. McCormick, 2013, AAAI.

An Interpretable Stroke Prediction Model using Rules and Bayesian Analysis

Cynthia Rudin, David Madigan, Benjamin Letham, 2013, AAAI.

Analytics for Power Grid Distribution Reliability in New York City

Axinia Radeva, Cynthia Rudin, Rebecca J. Passonneau, 2014, Interfaces.

Introducing Bayesian Analysis With m&m's®: An Active-Learning Exercise for Undergraduates

Tyler H. McCormick, Daniela Huppenkothen, Gwendolyn Eadie, 2019 .

Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model pdf

Cynthia Rudin, David Madigan, Benjamin Letham, 2015, ArXiv.

Bayesian Hierarchical Rule Modeling for Predicting Medical Conditions

Cynthia Rudin, David Madigan, Tyler H. McCormick, 2012 .

An Expectation Conditional Maximization Approach for Gaussian Graphical Models

Tyler H. McCormick, Zehang Richard Li, T. McCormick, 2017, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Big data, big results: Knowledge discovery in output from large‐scale analytics

Patrick B. Ryan, Alan F. Karr, Tyler H. McCormick, 2014, Stat. Anal. Data Min..

Surveying Hard-to-Reach Groups Through Sampled Respondents in a Social Network

Tian Zheng, Eric D. Kolaczyk, Tyler H. McCormick, 2012 .

Identifying the latent space geometry of network models through analysis of curvature pdf

Tyler H. McCormick, Arun G. Chandrasekhar, Shane Lubold, 2020, ArXiv.

Rejoinder to “Inferring social structure from continuous-time interaction data”: Rejoinder to the discussion

Tyler H. McCormick, Wesley Lee, Bailey K. Fosdick, 2018 .

Latent Structure Models for Social Networks using Aggregated Relational Data

Tian Zheng, Tyler H. McCormick, 2010 .

Estimating spillovers using imprecisely measured networks

Wesley Lee, Tyler H. McCormick, Morgan Hardy, 2019, 1904.00136.