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Brandon Stewart
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Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts
J Grimmer, BM Stewart
Political Analysis 21 (3), 267-297, 2013
27642013
Structural topic models for open-ended survey responses
ME Roberts, BM Stewart, D Tingley, C Lucas, J Leder-Luis, S Gadarian, ...
American Journal of Political Science 58 (4), 1064-1082, 2014
12912014
stm: R Package for Structural Topic Models
ME Roberts, BM Stewart, D Tingley
Journal of Statistical Software 91 (2), 1-40, 2019
8612019
A model of text for experimentation in the social sciences
ME Roberts, BM Stewart, E Airoldi
Journal of the American Statistical Association 111 (515), 988-1003, 2016
4742016
Computer-assisted text analysis for comparative politics
C Lucas, RA Nielsen, ME Roberts, BM Stewart, A Storer, D Tingley
Political Analysis 23 (2), 254-277, 2015
4722015
The structural topic model and applied social science
ME Roberts, BM Stewart, D Tingley, EM Airoldi
Advances in neural information processing systems workshop on topic models …, 2013
2992013
How algorithmic confounding in recommendation systems increases homogeneity and decreases utility
AJB Chaney, BM Stewart, BE Engelhardt
Proceedings of the 12th ACM Conference on Recommender Systems, 224-232, 2018
1662018
Navigating the local modes of big data: The case of topic models
M Roberts, B Stewart, D Tingley
Computational Social Science: Discovery and Prediction, 2016
154*2016
Measuring the predictability of life outcomes with a scientific mass collaboration
MJ Salganik, I Lundberg, AT Kindel, CE Ahearn, K Al-Ghoneim, ...
Proceedings of the National Academy of Sciences 117 (15), 8398-8403, 2020
1282020
How to make causal inferences using texts
N Egami, CJ Fong, J Grimmer, ME Roberts, BM Stewart
arXiv preprint arXiv:1802.02163, 2018
1062018
Choosing Your Neighbors: Networks of Diffusion in International Relations
YM Zhukov, BM Stewart
International Studies Quarterly 57 (2), 271-287, 2013
1042013
Use of force and civil–military relations in Russia: an automated content analysis
BM Stewart, YM Zhukov
Small Wars & Insurgencies 20 (2), 319-343, 2009
832009
Adjusting for confounding with text matching
ME Roberts, BM Stewart, RA Nielsen
American Journal of Political Science 64 (4), 887-903, 2020
82*2020
Computer-assisted reading and discovery for student generated text in massive open online courses
J Reich, DH Tingley, J Leder-Luis, ME Roberts, B Stewart
Journal of Learning Analytics 2 (1), 156-184, 2015
792015
Learning to extract international relations from political context
B O'Connor, B Stewart, NA Smith
Proceedings of the Association for Computational Linguistics, 2013
782013
The global diffusion of law: Transnational crime and the case of human trafficking
BA Simmons, P Lloyd, BM Stewart
International Organization 72 (2), 249-281, 2018
72*2018
Predicting risk factors associated with forced migration: An early warning model of Haitian flight
SM Shellman, BM Stewart
Civil Wars 9 (2), 174-199, 2007
662007
A la carte embedding: Cheap but effective induction of semantic feature vectors
M Khodak, N Saunshi, Y Liang, T Ma, B Stewart, S Arora
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
622018
TopicCheck: Interactive alignment for assessing topic model stability
J Chuang, ME Roberts, BM Stewart, R Weiss, D Tingley, J Grimmer, ...
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
592015
What is your estimand? Defining the target quantity connects statistical evidence to theory
I Lundberg, R Johnson, BM Stewart
American Sociological Review 86 (3), 532-565, 2021
54*2021
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