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Margaret E. Roberts
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Year
How censorship in China allows government criticism but silences collective expression
G King, J Pan, ME Roberts
American political science Review 107 (2), 326-343, 2013
23702013
Topic models for open ended survey responses with applications to experiments
ME Roberts, BM Stewart, D Tingley, C Lucas, J Leder-Luis, B Albertson, ...
American Journal of Political Science 58 (4), 1064-1082, 2014
1456*2014
Stm: An R package for structural topic models
ME Roberts, BM Stewart, D Tingley
Journal of Statistical Software 91, 1-40, 2019
10022019
How the Chinese government fabricates social media posts for strategic distraction, not engaged argument
G King, J Pan, ME Roberts
American political science review 111 (3), 484-501, 2017
8922017
Machine behaviour
I Rahwan, M Cebrian, N Obradovich, J Bongard, JF Bonnefon, C Breazeal, ...
Nature 568 (7753), 477-486, 2019
5862019
A model of text for experimentation in the social sciences
ME Roberts, BM Stewart, EM Airoldi
Journal of the American Statistical Association 111 (515), 988-1003, 2016
5332016
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
5092015
Censored
ME Roberts
Censored, 2018
4752018
Reverse-engineering censorship in China: Randomized experimentation and participant observation
G King, J Pan, ME Roberts
Science 345 (6199), 1251722, 2014
4682014
How robust standard errors expose methodological problems they do not fix, and what to do about it
G King, ME Roberts
Political Analysis 23 (2), 159-179, 2015
3592015
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
3442013
From liberation to turmoil: Social media and democracy
JA Tucker, Y Theocharis, ME Roberts, P Barberá
Journal of democracy 28 (4), 46-59, 2017
2822017
Navigating the local modes of big data
ME Roberts, BM Stewart, D Tingley
Computational social science 51, 2016
1622016
Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text
G King, P Lam, ME Roberts
American Journal of Political Science 61 (4), 971-988, 2017
1462017
How sudden censorship can increase access to information
WR Hobbs, ME Roberts
American Political Science Review 112 (3), 621-636, 2018
1372018
How to make causal inferences using texts
N Egami, CJ Fong, J Grimmer, ME Roberts, BM Stewart
arXiv preprint arXiv:1802.02163, 2018
1242018
No! Formal theory, causal inference, and big data are not contradictory trends in political science
BL Monroe, J Pan, ME Roberts, M Sen, B Sinclair
PS: Political Science & Politics 48 (1), 71-74, 2015
982015
Computer-assisted reading and discovery for student generated text in massive open online courses
J Reich, DH Tingley, J Leder-Luis, M Roberts, BM Stewart
HarvardX Working Paper Series, 2014
862014
Adjusting for confounding with text matching
ME Roberts, BM Stewart, RA Nielsen
American Journal of Political Science 64 (4), 887-903, 2020
772020
Machine learning for social science: An agnostic approach
J Grimmer, ME Roberts, BM Stewart
Annual Review of Political Science 24, 395-419, 2021
722021
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