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Building a Model
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Classroom Contents
Fairness, Rankings, and Behavioral Biases
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- 1 Introduction
- 2 Mental Model
- 3 Pipeline
- 4 Work style
- 5 Building mathematical models
- 6 Interpretive lens
- 7 Evaluating outcomes without thinking
- 8 Obstacles to diversity
- 9 The Rooney Rule
- 10 Effect of the Rooney Rule
- 11 Unconstrained Optimization
- 12 Abstraction Barriers
- 13 Building a Model
- 14 Results
- 15 Bias Surface
- 16 Whats Behind the Cliff
- 17 When to Reserve a Slot
- 18 Intuition
- 19 Discussion
- 20 Discussion Structure
- 21 Formalization
