Navigating the Local Modes of Big Data: The Case of Topic Models∗ Margaret E. Roberts, Brandon M. Stewart, and Dustin Tingley This draft: June 28, 2015 ∗

Source URL: scholar.harvard.edu

• Probability and statistics
• Statistics
• Machine learning
• Statistical natural language processing
• Bayesian statistics
• Maximum likelihood estimation
• Scientific modeling
• Topic model
• Mixture model
• Latent Dirichlet allocation
• Expectationmaximization algorithm
• Linear regression

How to Make Causal Inferences Using Texts∗ Naoki Egami† Christian J. Fong‡ Margaret E. Roberts¶

Source URL: scholar.princeton.edu

• Metaphysics
• Knowledge
• Scientific method
• Graphical models
• Inductive reasoning
• Philosophy of science
• Regression analysis
• Causal inference
• Causality
• Statistics
• Power
• Content analysis

U R B A N PA R K S Communal spaces for greater sustainability Photographic artist Simon Roberts says that cities have gradually opened up more of their private land for public use, driven by the

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• Landscape
• Urban planning
• Natural environment
• Sustainability
• Sustainable city
• Urban park
• Park
• Human behavior
• Nature

Structural Topic Models for Open-Ended Survey Responses Margaret E. Roberts University of California, San Diego Brandon M. Stewart Harvard University Dustin Tingley Harvard University Christopher Lucas Harvard University

Source URL: scholar.harvard.edu

• Statistical natural language processing
• Machine learning
• Artificial intelligence
• Learning
• Topic model
• Causal inference
• Latent Dirichlet allocation
• Experiment
• Mixture model
• Unsupervised learning

Adjusting for Confounding with Text Matching∗ Margaret E. Roberts†, Brandon M. Stewart‡, and Richard A. Nielsen§ February 27, 2018¶ Abstract We identify situations in which conditioning on text can address confou

Source URL: scholar.princeton.edu

• Design of experiments
• Causal inference
• Observational study
• Metaphysics
• Statistics
• Estimation theory
• Probability and statistics
• Regression analysis
• Propensity score matching
• Matching
• Confounding
• Average treatment effect

PDF Document

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DOC Document

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Generating Electrical Power ... And Atomic Bombs briefing paper The double role of nuclear power stations Author: Alan Roberts

Source URL: www.energyscience.org.au

Game Narrative Review ==================== Your name (one name, please): Shiloh Roberts Your school: DigiPen Institute of Technology Your email:

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Maxwell Roberts is convinced that curved lines make the complex Paris Metro diagram ofleft) clearer and easier to understand. Not just lines Maxwell Roberts exhibits underground network diagrams at the Leibniz Cen

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