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Matt Taddy
Matt Taddy
Amazon
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Text as data
M Gentzkow, B Kelly, M Taddy
Journal of Economic Literature 57 (3), 535-574, 2019
14362019
Measuring polarization in high-dimensional data: Method and application to congressional speech
M Gentzkow, J Shapiro, M Taddy
eSocialSciences Working Papers, 2016
585*2016
Deep IV: A flexible approach for counterfactual prediction
J Hartford, G Lewis, K Leyton-Brown, M Taddy
International Conference on Machine Learning, 1414-1423, 2017
581*2017
The geometry of culture: Analyzing the meanings of class through word embeddings
AC Kozlowski, M Taddy, JA Evans
American Sociological Review 84 (5), 905-949, 2019
5482019
Measuring technological innovation over the long run
B Kelly, D Papanikolaou, A Seru, M Taddy
American Economic Review: Insights 3 (3), 303-320, 2021
3432021
On estimation and selection for topic models
M Taddy
Artificial intelligence and statistics, 1184-1193, 2012
3382012
Multinomial inverse regression for text analysis
M Taddy
Journal of the American Statistical Association 108 (503), 755-770, 2013
2972013
Modeling consumer preferences and price sensitivities from large-scale grocery shopping transaction logs
M Wan, D Wang, M Goldman, M Taddy, J Rao, J Liu, D Lymberopoulos, ...
Proceedings of the 26th international conference on world wide web, 1103-1112, 2017
2472017
Orthogonal ML for demand estimation: high dimensional causal inference in dynamic panels
V Semenova, M Goldman, V Chernozhukov, M Taddy
arXiv preprint arXiv:1712.09988, 2018
228*2018
A Bayesian nonparametric approach to inference for quantile regression
MA Taddy, A Kottas
Journal of Business & Economic Statistics 28 (3), 357-369, 2010
1502010
Dynamic trees for learning and design
MA Taddy, RB Gramacy, NG Polson
Journal of the American Statistical Association 106 (493), 109-123, 2011
1462011
The technological elements of artificial intelligence
M Taddy
National Bureau of Economic Research, 2018
1312018
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
1252016
Distributed multinomial regression
M Taddy
arXiv preprint arXiv:1311.6139, 2015
1092015
Bayesian guided pattern search for robust local optimization
MA Taddy, HKH Lee, GA Gray, JD Griffin
Technometrics 51 (4), 389-401, 2009
1062009
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
1052010
Business data science
M Taddy
McGraw Hill, 2019
1012019
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
952013
Particle learning for general mixtures
CM Carvalho, HF Lopes, NG Polson, MA Taddy
902010
Document classification by inversion of distributed language representations
M Taddy
arXiv preprint arXiv:1504.07295, 2015
872015
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Artiklar 1–20