Matt Taddy
Matt Taddy
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TitleCited byYear
Multinomial inverse regression for text analysis
M Taddy
Journal of the American Statistical Association 108 (503), 755-770, 2013
Measuring polarization in high-dimensional data: Method and application to congressional speech
M Gentzkow, J Shapiro, M Taddy
eSocialSciences Working Papers, 2016
Text as data
M Gentzkow, B Kelly, M Taddy
Journal of Economic Literature 57 (3), 535-74, 2019
On estimation and selection for topic models
M Taddy
Artificial Intelligence and Statistics, 1184-1193, 2012
A Bayesian nonparametric approach to inference for quantile regression
MA Taddy, A Kottas
Journal of Business & Economic Statistics 28 (3), 357-369, 2010
Categorical inputs, sensitivity analysis, optimization and importance tempering with tgp version 2, an R package for treed Gaussian process models
RB Gramacy, M Taddy
Journal of Statistical Software 33 (6), 1-48, 2010
Dynamic trees for learning and design
MA Taddy, RB Gramacy, NG Polson
Journal of the American Statistical Association 106 (493), 109-123, 2011
Bayesian guided pattern search for robust local optimization
MA Taddy, HKH Lee, GA Gray, JD Griffin
Technometrics 51 (4), 389-401, 2009
Particle learning for general mixtures
CM Carvalho, HF Lopes, NG Polson, MA Taddy
Bayesian Analysis 5 (4), 709-740, 2010
Autoregressive mixture models for dynamic spatial Poisson processes: Application to tracking intensity of violent crime
MA Taddy
Journal of the American Statistical Association 105 (492), 1403-1417, 2010
Deep IV: A flexible approach for counterfactual prediction
J Hartford, G Lewis, K Leyton-Brown, M Taddy
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
A nonparametric bayesian analysis of heterogenous treatment effects in digital experimentation
M Taddy, M Gardner, L Chen, D Draper
Journal of Business & Economic Statistics 34 (4), 661-672, 2016
Estimating player contribution in hockey with regularized logistic regression
RB Gramacy, ST Jensen, M Taddy
Journal of Quantitative Analysis in Sports 9 (1), 97-111, 2013
Document classification by inversion of distributed language representations
M Taddy
arXiv preprint arXiv:1504.07295, 2015
Distributed multinomial regression
M Taddy
arXiv preprint arXiv:1311.6139, 2015
Variable selection and sensitivity analysis using dynamic trees, with an application to computer code performance tuning
RB Gramacy, M Taddy, SM Wild
The Annals of Applied Statistics 7 (1), 51-80, 2013
Measuring political sentiment on Twitter: Factor optimal design for multinomial inverse regression
M Taddy
Technometrics 55 (4), 415-425, 2013
Mixture modeling for marked Poisson processes
MA Taddy, A Kottas
Bayesian Analysis 7 (2), 335-362, 2012
Unobservable selection and coefficient stability: Theory and validation
E Oster, M Notowidigdo, C Syverson, M Shah, A Shaikh, J Shapiro, ...
One-step estimator paths for concave regularization
M Taddy
Journal of Computational and Graphical Statistics 26 (3), 525-536, 2017
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