Brandon M. Stewart

发表

stm: An R Package for Structural Topic Models

Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley, 2019, Journal of Statistical Software.

Learning to Extract International Relations from Political Context

Brendan T. O'Connor, Noah A. Smith, Brandon M. Stewart, 2013, ACL.

Wrestling with Complexity in Computational Social Science: Theory, Estimation and Representation

Scott de Marchi, Brandon M. Stewart, 2020 .

Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding pdf

Justin Grimmer, Brandon M. Stewart, Dean Knox, 2020, ArXiv.

TopicCheck: Interactive Alignment for Assessing Topic Model Stability

Jeffrey Heer, Margaret E. Roberts, Jason Chuang, 2015, NAACL.

Computer-Assisted Text Analysis for Comparative Politics

Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley, 2015, Political Analysis.

Estimation of the Structural Topic Model [R package stm version 1.3.6]

Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley, 2020 .

The Civic Mission of MOOCs: Measuring Engagement across Political Differences in Forums

Justin Reich, Brandon M. Stewart, Dustin Tingley, 2016, L@S.

Limited-memory BFGS Optimization

Naoaki Okazaki, Brandon M. Stewart, Antonio Coppola, 2014 .

Navigating the Local Modes of Big Data: The Case of Topic Models

Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley, 2016, Computational Social Science.

Plain Text: Transparency in the Acquisition, Analysis, and Access Stages of the Computer-assisted Analysis of Texts

Brandon M. Stewart, Dustin Tingley, David Romney, 2015 .

Computer-Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses

Justin Reich, Margaret E. Roberts, Brandon M. Stewart, 2014, J. Learn. Anal..

Discourse: MOOC Discussion Forum Analysis at Scale

Justin Reich, Brandon M. Stewart, Dustin Tingley, 2017, L@S.

Media Generated Data: The Effects of Source Bias on Event Data Analysis

Brandon M. Stewart, Stephen M. Shellman, Andrew M. Reeves, 2006 .

The Civic Mission of MOOCs: Engagement across Political Differences in Online Forums

Justin Reich, Brandon M. Stewart, Dustin Tingley, 2017, International Journal of Artificial Intelligence in Education.

Nickel and DIMEing the Adversary: Does it work or PMESII them off?

Brandon M. Stewart, Stephen M. Shellman, Cale D. Horne, 2008 .

lbfgs: Ecient L-BFGS and OWL-QN Optimization in R

Brandon M. Stewart, Antonio Coppola, 2013 .

Adjusting for Confounding with Text Matching

Margaret E. Roberts, Brandon M. Stewart, Richard A. Nielsen, 2020 .

How to make causal inferences using texts pdf

Margaret E. Roberts, Justin Grimmer, Brandon M. Stewart, 2018, Science advances.

How algorithmic confounding in recommendation systems increases homogeneity and decreases utility

Barbara E. Engelhardt, Brandon M. Stewart, Allison J. B. Chaney, 2017, RecSys.

Latent Factor Regressions for the Social Sciences

Brandon M. Stewart, Brandon M Stewart, 2014 .

Structural Topic Models for Open‐Ended Survey Responses

David G. Rand, Margaret E. Roberts, Brandon M. Stewart, 2014, American Journal of Political Science.

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond pdf

Katherine A. Keith, Jacob Eisenstein, Dhanya Sridhar, 2021, ArXiv.

Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations

Jason Chuang, Rebecca Weiss, Brandon M. Stewart, 2014 .

Combating Transnational Crime: The Role of Learning and Norm Diffusion in the Current Rule of Law Wave

Brandon M. Stewart, Paulette Lloyd, Brandon M Stewart, 2010 .

Matching Methods for High-Dimensional Data with Applications to Text∗

Margaret E. Roberts, Brandon M. Stewart, Brandon M Stewart, 2015 .

Use of force and civil–military relations in Russia: an automated content analysis

Brandon M. Stewart, Yuri M. Zhukov, Brandon M Stewart, 2009 .

Choosing Your Neighbors: Networks of Diffusion in International Relations

Brandon M. Stewart, Yuri M. Zhukov, Brandon M Stewart, 2013 .