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Tyler H. McCormick

University of Washington (from arXiv:2603.11368, 2026) · ORCID · OpenAlex

39 papers in scope · 32 published · 6 on the econ.EM arXiv · 1,480 citations · h-index 15 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Anirudh Sankar
  2. Arun G. Chandrasekhar
  3. Stephen Salerno
  4. Kentaro Hoffman
  5. Jeffrey T. Leek
  6. Emily Breza
  7. Haomin Yu
  8. S. Q. Zhang
  9. Zhewei Xu
  10. Vincent Boucher
  11. Fei Fang
  12. Davide Viviano
  13. Dean Eckles
  14. Eric Auerbach
  15. Hossein Alidaee
  16. Aristide Houndetoungan
  17. Amilcar Velez
  18. José Luis Montiel Olea
  19. Guido W. Imbens
  20. Hannah Li

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(7 of 39)

When Surveys Become Conversations: Adaptive Matrix Validation for AI-Assisted Interviews
working paper2026 · arXiv
Paper profile arXiv arXiv:2606.24244
Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery
working paper2026 · arXiv
Paper profile arXiv arXiv:2606.02632
Spatially Robust Inference with Predicted and Missing at Random Labels
working paper2026 · arXiv
with Stephen Salerno, Zhenke Wu
Paper profile arXiv arXiv:2603.11368
What's the Weight? Estimating Controlled Outcome Differences in Complex Surveys for Health Disparities Research
published2025 · Statistics in Medicine · 2 citations · first circulated 2024
with Stephen Salerno, Emily Roberts, Belinda L. Needham, Fan Li, Bhramar Mukherjee, Xu Shi
Statistics in Medicine
Estimating and Correcting Degree Ratio Bias in the Network Scale-up Method
published2025 · Sociological Methods & Research · 2 citations · first circulated 2023
with Ian Laga, Jessica P. Kunke, Xiaoyue Niu
Sociological Methods & Research
ipd: an R package for conducting inference on predicted data
published2025 · Bioinformatics · first circulated 2024
with Stephen Salerno, Jiacheng Miao, Awan Afiaz, Kentaro Hoffman, Anna Neufeld, Qiongshi Lu, Jeffrey T. Leek
Bioinformatics
Spectral goodness-of-fit tests for complete and partial network data
published2025 · Network Science · 1 citations · first circulated 2021
with Shane Lubold, Bolun Liu
Network Science
Model-Based Inference and Experimental Design for Interference Using Partial Network Data
working paper2024 · arXiv · 1 citations
with Steven Wilkins Reeves, Shane Lubold, Arun G. Chandrasekhar
Paper profile arXiv arXiv:2406.11940
Some models are useful, but for how long?: A decision theoretic approach to choosing when to refit large-scale prediction models
working paper2024 · arXiv
with Kentaro Hoffman, Stephen Salerno, Jeffrey T. Leek
Paper profile arXiv arXiv:2405.13926
Comparing the Robustness of Simple Network Scale-Up Method Estimators
published2024 · Sociological Methodology · 6 citations · first circulated 2023
with Jessica P. Kunke, Ian Laga, Xiaoyue Niu
Sociological Methodology
Robustly estimating heterogeneity in factorial data using Rashomon Partitions
working paper2024 · arXiv · 1 citations
with Aparajithan Venkateswaran, Anirudh Sankar, Arun G. Chandrasekhar
Paper profile arXiv arXiv:2404.02141
Non-robustness of Diffusion Estimates on Networks with Measurement Error
working paper2024 · arXiv · 2 citations
with Arun G. Chandrasekhar, Paul Goldsmith-Pinkham, Samuel Thau, Jerry C. Wei
Paper profile arXiv arXiv:2403.05704
Bayesian Hyperbolic Multidimensional Scaling
published2024 · Journal of Computational and Graphical Statistics · 6 citations · first circulated 2022
with Bolun Liu, Shane Lubold, Adrian E. Raftery
Journal of Computational and Graphical Statistics
Migrants, experience, and working conditions in Bangladeshi garment factories
published2024 · 7 citations · first circulated 2022
with Laura Boudreau, Rachel Heath
publisher
Consistently estimating network statistics using aggregated relational data
published2023 · Proceedings of the National Academy of Sciences · 10 citations · first circulated 2019
with Emily Breza, Arun G. Chandrasekhar, Shane Lubold, Mengjie Pan
Proceedings of the National Academy of Sciences
Identifying the latent space geometry of network models through analysis of curvature
published2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 17 citations · first circulated 2020
with Shane Lubold, Arun G. Chandrasekhar
Journal of the Royal Statistical Society Series B (Statistical Methodology)
The openVA Toolkit for Verbal Autopsies
published2023 · The R Journal · 9 citations · first circulated 2021
with Zehang Li, Jason Thomas, Eungang Choi, Samuel J. Clark
The R Journal
Sequential estimation of temporally evolving latent space network models
published2022 · Computational Statistics & Data Analysis · 2 citations · first circulated 2021
with Kathryn Turnbull, Christopher Nemeth, Matthew A. Nunes
Computational Statistics & Data Analysis
Regression of exchangeable relational arrays
published2022 · Biometrika · 1 citations · first circulated 2017
with Frank W. Marrs, Bailey K. Fosdick
Biometrika
Anomaly Detection in Large-Scale Networks With Latent Space Models
published2021 · Technometrics · 19 citations · first circulated 2019
with Wesley Lee, Joshua Neil, Cole Sodja, Yanran Cui
Technometrics
The "Given Data" Paradigm Undermines Both Cultures
published2021 · Observational Studies
Observational Studies
Methods for correcting inference based on outcomes predicted by machine learning
published2020 · Proceedings of the National Academy of Sciences · 57 citations
with Siruo Wang, Jeffrey T. Leek
Proceedings of the National Academy of Sciences
Using Aggregated Relational Data to Feasibly Identify Network Structure without Network Data
published2020 · American Economic Review · 110 citations · first circulated 2017
with Emily Breza, Arun G. Chandrasekhar, Mengjie Pan
American Economic Review
Consistency for the tree bootstrap in respondent-driven sampling
published2019 · Biometrika · 1 citations
with A K B Green, Adrian E. Raftery
Biometrika
Using Bayesian Latent Gaussian Graphical Models to Infer Symptom Associations in Verbal Autopsies
published2019 · Bayesian Analysis · 3 citations · first circulated 2017
with Zehang Li, Samuel J. Clark
Bayesian Analysis
An Expectation Conditional Maximization Approach for Gaussian Graphical Models
published2019 · Journal of Computational and Graphical Statistics · 19 citations · first circulated 2017
with Zehang Li
Journal of Computational and Graphical Statistics
Beyond Prediction: A Framework for Inference With Variational Approximations in Mixture Models
published2019 · Journal of Computational and Graphical Statistics · 23 citations · first circulated 2015
with Ted Westling
Journal of Computational and Graphical Statistics
Multiresolution Network Models
published2018 · Journal of Computational and Graphical Statistics · 19 citations · first circulated 2016
with Bailey K. Fosdick, Thomas Brendan Murphy, Tin Lok James Ng, Ted Westling
Journal of Computational and Graphical Statistics
Modeling recovery curves with application to prostatectomy
published2018 · Biostatistics · 6 citations · first circulated 2015
with Fulton Wang, Cynthia Rudin, John L. Gore
Biostatistics
Rejoinder to “Inferring social structure from continuous‐time interaction data”
published2017 · Applied Stochastic Models in Business and Industry · 1 citations
with Wesley Lee, Bailey K. Fosdick
Applied Stochastic Models in Business and Industry
Probabilistic Cause-of-Death Assignment Using Verbal Autopsies
published2016 · Journal of the American Statistical Association · 124 citations · first circulated 2014
with Zehang Li, Clara Calvert, Amelia C. Crampin, Kathleen Kahn, Samuel J. Clark
Journal of the American Statistical Association
Using Twitter for Demographic and Social Science Research: Tools for Data Collection and Processing
published2015 · Sociological Methods & Research · 218 citations · first circulated 2014
with Hedwig Lee, Nina Cesare, Ali Shojaie, Emma S. Spiro
Sociological Methods & Research
Latent Surface Models for Networks Using Aggregated Relational Data
published2015 · Journal of the American Statistical Association · 51 citations
with Tian Zheng
Journal of the American Statistical Association
Big data, big results: Knowledge discovery in output from large‐scale analytics
published2014 · Statistical Analysis and Data Mining The ASA Data Science Journal · 18 citations
with Rebecca J. Ferrell, Alan F. Karr, Patrick Ryan
Statistical Analysis and Data Mining The ASA Data Science Journal
A Practical Guide to Measuring Social Structure Using Indirectly Observed Network Data
published2013 · Journal of Statistical Theory and Practice · 71 citations
with Amal Moussa, Johannes Ruf, Thomas A. DiPrete, Andrew Gelman, Julien O. Teitler, Tian Zheng
Journal of Statistical Theory and Practice
Surveying Hard-to-Reach Groups Through Sampled Respondents in a Social Network
published2012 · Statistics in Biosciences · 11 citations
with Ran He, Eric D. Kolaczyk, Tian Zheng
Statistics in Biosciences
Dynamic Logistic Regression and Dynamic Model Averaging for Binary Classification
published2011 · Biometrics · 93 citations
with Adrian E. Raftery, David Madigan, Randall S. Burd
Biometrics
Segregation in Social Networks Based on Acquaintanceship and Trust
published2011 · American Journal of Sociology · 328 citations · first circulated 2009
with Thomas A. DiPrete, Andrew Gelman, Julien O. Teitler, Tian Zheng
American Journal of Sociology
How Many People Do You Know?: Efficiently Estimating Personal Network Size
published2010 · Journal of the American Statistical Association · 241 citations
with Matthew Salganik, Tian Zheng
Journal of the American Statistical Association

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.