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A Model of Text for Experimentation in the Social Sciences
Margaret E. Roberts
,
Brandon Michael Stewart
, Edoardo M. Airoldi
Sociology
Center for Information Technology Policy (CITP)
Princeton Institute for Computational Science and Engineering
Center for Statistics & Machine Learning
Research output
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Article
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peer-review
553
Scopus citations
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Mathematics
Statistics
100%
Generalized Linear Model
100%
Arbitrary Number
100%
Supplementary Material
100%
Level Covariates
100%
Observed Covariates
100%
Make Inference
100%
Text Data
100%
Engineering
Design of Experiments
100%
Arbitrary Number
100%
Statistical Model
100%
Supplementary Material
100%
Text Data
100%
Keyphrases
Document Collections
100%
Newswires
50%
News Sources
50%
Document-level
50%
Large Document
50%
Mixed Membership Models
50%
Topic Coverage
50%
Computer Science
Observed Covariates
100%
Level Covariates
100%
Political Process
100%
Psychology
Generalized Linear Model
100%