Brandon M. Stewart

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Margaret E. RobertsPolitical Science, University of California San DiegoE-mailová adresa ověřena na: ucsd.edu
Dustin TingleyProfessor of Government, Professor of Public Policy, Harvard UniversityE-mailová adresa ověřena na: g.harvard.edu
Justin GrimmerMorris M. Doyle Centennial Professor. Senior Fellow, Hoover Institution. Stanford UniversityE-mailová adresa ověřena na: stanford.edu
Christopher LucasAssociate Professor, Washington University in St. LouisE-mailová adresa ověřena na: wustl.edu
Jetson Leder-LuisAssistant Professor, Boston UniversityE-mailová adresa ověřena na: bu.edu
Shana Kushner GadarianMerle Goldberg Fabian Professor of Excellence in Citizenship & Critical Thinking, Political ScienceE-mailová adresa ověřena na: maxwell.syr.edu
Bethany AlbertsonAssociate Professor of Government, University of TexasE-mailová adresa ověřena na: austin.utexas.edu
Edoardo M AiroldiProfessor of Statistics & Data Science Temple University & PI, Harvard UniversityE-mailová adresa ověřena na: fas.harvard.edu
Richard NielsenAssociate Professor, MITE-mailová adresa ověřena na: mit.edu
Allison J.B. ChaneyDuke UniversityE-mailová adresa ověřena na: duke.edu
David G. RandErwin H. Schell Professor, MIT SloanE-mailová adresa ověřena na: mit.edu
Ian LundbergAssistant Professor, UCLAE-mailová adresa ověřena na: soc.ucla.edu
Beth A. SimmonsProfessor, Law, Political Science and Business Ethics, University of PennsylvaniaE-mailová adresa ověřena na: law.upenn.edu
Naoki EgamiColumbia UniversityE-mailová adresa ověřena na: columbia.edu
Justin ReichAssociate Professor, MIT Comparative Media Studies/WritingE-mailová adresa ověřena na: mit.edu
Stephen M. ShellmanStrategic Analysis Enterprises, Inc,; College of William & MaryE-mailová adresa ověřena na: wm.edu
Arthur SpirlingPrinceton University, Dept of PoliticsE-mailová adresa ověřena na: princeton.edu
Pedro L RodriguezVanderbilt UniversityE-mailová adresa ověřena na: Vanderbilt.Edu
Yuri ZhukovSchool of Foreign Service, Georgetown UniversityE-mailová adresa ověřena na: georgetown.edu
Alex StorerResearch Analytics Consultant, Stanford University Graduate School of BusinessE-mailová adresa ověřena na: stanford.edu

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Brandon M. Stewart

Princeton University

E-mailová adresa ověřena na: princeton.edu - Domovská stránka

Computational Social Science Applied Statistics Machine Learning Text as Data Causal Inference


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
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	4143	2013
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	2279	2014
stm: R Package for Structural Topic Models ME Roberts, BM Stewart, D Tingley Journal of Statistical Software 91 (2), 1-40, 2019	2029	2019
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	888	2016
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	689	2015
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	600	2013
Text as data: A new framework for machine learning and the social sciences J Grimmer, ME Roberts, BM Stewart Princeton University Press, 2022	406	2022
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	399	2018
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	328	2020
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	320	2021
Machine learning for social science: An agnostic approach J Grimmer, ME Roberts, BM Stewart Annual Review of Political Science 24 (1), 395-419, 2021	310	2021
Causal inference in natural language processing: Estimation, prediction, interpretation and beyond A Feder, KA Keith, E Manzoor, R Pryzant, D Sridhar, Z Wood-Doughty, ... Transactions of the Association for Computational Linguistics 10, 1138-1158, 2022	259	2022
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	242*	2016
How to make causal inferences using texts N Egami, CJ Fong, J Grimmer, ME Roberts, BM Stewart Science Advances 8 (42), eabg2652, 2022	219	2022
Adjusting for confounding with text matching ME Roberts, BM Stewart, RA Nielsen American Journal of Political Science 64 (4), 887-903, 2020	159*	2020
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	132*	2018
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	130	2018
Choosing Your Neighbors: Networks of Diffusion in International Relations YM Zhukov, BM Stewart International Studies Quarterly 57 (2), 271-287, 2013	123	2013
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	104	2015
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	101*	2009

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