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Unsupervised Learning

  • Lecture Notes for Advanced Quantitative Political Methodology
    • The Basics
    • Theories of Inference
    • Single Equation Models
    • Causal Inference
      • Detecting Model Dependence
      • Matching Methods to Ameliorate Model Dependence
      • Research Designs
    • Multiple Equation Models
      • Analysis Models
      • Missing Data Modeling
    • Text Analysis
      • Supervised Learning
      • Unsupervised Learning
    • Time Series Fundamentals
    • Rare Events
      • Time Invariant Models
      • Time Varying Models
    • Ecological Inference

Unsupervised Learning: fully automated vs computer assisted cluster analysis; why humans are incapable of learning from text as well as computers & why computers can't do it without humans.

2012 Lecture Notes: Slides (no 'to print' version)

Videos ( Printable slides to accompany videos )

 New Strategy for Cluster Analysis (28:22)
  Applications of Cluster Analysis (19:33)

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Gov2001 Dataverse

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Gov 2001 Party, 2012

Gov 2001 Class Party and Mountain Biking 2011

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