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Structural Topic Models for Open‐Ended Survey Responses
- Margaret E. Roberts, Brandon M Stewart, David G. Rand
- BusinessAmerican Journal of Political Science
- 6 March 2014
TLDR
stm: An R Package for Structural Topic Models
- Margaret E. Roberts, Brandon M Stewart, D. Tingley
- Computer ScienceJournal of Statistical Software
- 31 October 2019
TLDR
How Censorship in China Allows Government Criticism But Silences Collective Expression
- Gary King, Jennifer Pan, Margaret E. Roberts
- Education
- 1 May 2013
We offer the first large scale, multiple source analysis of the outcome of what may be the most extensive effort to selectively censor human expression ever implemented. To do this, we have devised a…
A Model of Text for Experimentation in the Social Sciences
- Margaret E. Roberts, Brandon M Stewart, E. Airoldi
- Computer Science
- 2 July 2016
TLDR
How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument
- Gary King, Jennifer Pan, Margaret E. Roberts
- Political ScienceAmerican Political Science Review
- 27 July 2017
The Chinese government has long been suspected of hiring as many as 2 million people to surreptitiously insert huge numbers of pseudonymous and other deceptive writings into the stream of real social…
Censored: Distraction and Diversion Inside China's Great Firewall
- Margaret E. Roberts
- Political Science
- 10 April 2018
Reverse-engineering censorship in China: Randomized experimentation and participant observation
- Gary King, Jennifer Pan, Margaret E. Roberts
- EducationScience
- 22 August 2014
TLDR
Computer-Assisted Text Analysis for Comparative Politics
- Christopher Lucas, Richard A. Nielsen, Margaret E. Roberts, Brandon M Stewart, Alex Storer, D. Tingley
- Computer SciencePolitical Analysis
- 4 February 2015
TLDR
The structural topic model and applied social science
- Margaret E. Roberts, Brandon M Stewart, D. Tingley, E. Airoldi
- Computer ScienceICONIP
- 2013
TLDR
Navigating the Local Modes of Big Data: The Case of Topic Models
- Margaret E. Roberts, Brandon M Stewart, D. Tingley
- Computer ScienceComputational Social Science
- 1 March 2016
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