From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsies. Shuxian Fan, Adam Visokay, Kentaro Hoffman, Stephen Salerno, Li Liu, Jeffrey T. Leek, Tyler McCormick. COLM 2024. https://arxiv.org/abs/2404.02438 |
Publications, Articles |
Computational Methods, Demography, Morbidity/Mortality, Statistics |
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves. Denis Peskoff, Adam Visokay, Sander V Schulhoff, Benjamin Wachspress, Alan Blinder, Brandon M. Stewart. EMNLP Findings 2023. https://arxiv.org/abs/2407.19110 |
Publications, Articles |
Big Data, Data Visualization, Economic Sociology, Finance and Credit, Institutions, Political Economy, Quantitative Methods, Research Methods, Statistics |
Thomas, Loring J., Peng Huang, Fan Yin, Xiaoshuang Iris Luo, Zack W. Almquist, John R. Hipp, and Carter T. Butts (2020). "Spatial Heterogeneity Can Lead to Substantial Local Variations in COVID-19 Timing and Severity." Proceedings of the National Academy of Sciences 117 (39) 24180–24187. DOI: 10.1073/pnas.2011656117. |
Publications, Articles |
Big Data, Demography, Group Dynamics, Health, Human Ecology, Public Policy, Social Demography, Social Networks, Statistics |
Almquist, Z. W., N. E. Helwig, and Y. You (2020). Connecting Continuum of Care Point-in-Time Homeless Counts to United States Census Areal Units. Mathematical Population Studies 27(1), 46–58. |
Publications, Articles |
Demography, Homelessness, Population, Population Health, Social Demography, Statistics |
Model-based Clustering and Classification for Data Science, with Applications in R, by Bouveyron, C., Celeux, G., Murphy, T.B. and Raftery, A.E., Cambridge University Press, 2019. Published in the Cambridge Statistical and Probabilistic Mathematics series. |
Publications, Books |
Qualitative Methods, Statistics |
Alexander, M., Zagheni, E. & Barbieri, M. 2017. "A Flexible Bayesian Model for Estimating Subnational Mortality. Demography (First Online October 10, 2017. https://doi.org/10.1007/s13524-017-0618-7 |
Publications, Articles |
Demography, Mathematical Demography, Morbidity/Mortality, Statistics |
McCormick, T. H. and Zheng, T. (2015) Latent surface models for networks using Aggregated Relational Data. To appear, Journal of the American Statistical Association. |
Publications, Articles |
Social Networks, Quantitative Methods, Statistics |
Ertekin, S., Rudin, C., and McCormick, T. H. (2015) Predicting power failures with Reactive Point Processes. To appear, Annals of Applied Statistics. |
Publications, Articles |
Statistics |
McCormick, Tyler H., Zehang Richard Li, Clara Calvert, Amelia C. Crampin, Kathleen Kahn and Samuel J. Clark. 2015 In Revision to Resubmit. "ʺProbabilistic Cause-of-death Assignment using Verbal Autopsies."ʺ Journal of the American Statistical Association [Working Paper: arXiv:1411.3042v1]. |
Publications, Articles |
Statistics, Morbidity/Mortality |
Mercer, Laina D., Jon Wakefield, Athena Pantazis, Angelina M Lutambi, Honorati Masanja and Samuel J. Clark. 2015 In Revision to Resubmit. "ʺSmall Area Estimation of Child Mortality in the Absence of Vital Registration."ʺ Annals of Applied Statistics. |
Publications, Articles |
Statistics, Morbidity/Mortality |
Raftery, A.E. (2014). Paul Deheuvels: Mentor, Advocate for Statistics, and Applied Statistician. In
Mathematical Statistics and Limit Theorems: Festschrift for Paul Deheuvels, (edited by D.M. Mason,
M. Hallin, D. Pfeifer and J. Steinebach), New York: Springer, 1–6. |
Publications, Book Chapters |
Research Methods, Demography, Statistics |
Schmertmann C., Zagheni E., Goldstein J. and Myrskyla M. 2014. Bayesian Forecasting of Cohort Fertility. Journal of the American Statistical Association 109(506):500-513. |
Publications, Articles |
Fertility, Statistics |
McParland, D., Gormley, I. C., McCormick, T. H., Clark, S. J., Kabudula, C. and Colli- son, M. (2014) Clustering South African households based on their asset status using latent variable models. Annals of Applied Statistics, 8: 747-776. |
Publications, Articles |
Africa, Statistics |
McCormick, T. H., Ferrell, R., Karr, A., and Ryan, P. B. (2014) Knowledge Discovery in Output from Large-Scale Medical Analytics. Statistical Learning & Data Mining, 7: 404-412. |
Publications, Articles |
Statistics, Big Data, Medical Sociology |
Rudin, C., Ertekin, S., Passonneau, R., Radeva, A., Tomar, A., Xie, B., Lewis, S., Riddle, M., Pangsrivinij, D, and McCormick, T. H. Analytics for Power Grid Distribution Reliability in New York City. (2014) Interfaces, 44: 364-383. |
Publications, Articles |
Statistics |
Hoff, Peter, Bailey Fosdick, Alex Volfovsky, and Katherine Stovel. 2013. “Likelihoods for fixed rank nomination networks.” Network Science. 1: 253 – 277 |
Publications |
Social Networks, Statistics |
Wheldon, M.C., Raftery, A.E., Clark, S.J. and Gerland, P. (in press). Bayesian Reconstruction of Two-Sex Populations by Age: Estimating Sex Ratios at Birth and Sex Ratios of Mortality. Journal of the Royal Statistical Society, Series A: Statistics in Society, to appear. |
Publications, Articles |
Morbidity/Mortality, Statistics |
Maltiel, R., Raftery, A.E., McCormick, T.H. and Baraff, A. (in press). Estimating Population Size Using the Network Scale Up Method. Annals of Applied Statistics, to appear. |
Publications, Articles |
Population, Statistics |