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Discrete Choice Notebooks

Random utility, welfare and inversion

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Wooden Arrow Sign

Logit, MEV and max-stability

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Abstract Black Curve

Logistic regression and the GLM connection

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Graph

Identification, regularization and minimax regret

  • The pure characteristics model

  • BLP random coefficient model

regularization.png

Simulation, importance sampling and GHK

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Data Dashboard Display

Characteristics-based demand

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Person Picking Product

Endogeneity, IV, GMM and BLP

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Network Diagram

Bayesian and MCMC methods

  • The Berry-Levinsohn-Pakes IV-GMM estimation method

Wireframe Landscape

Dynamic discrete choice: finite horizon

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Calendar Pages

Dynamic discrete choice: infinite horizon

  • EMax operator

  • Daly-Sachary-Williams theorem

  • The MEV class

Long Road

Constrained choice, rationing and waiting lines

  • Estimation with and without observable heterogeneity

Food Truck Queue

General heterogeneities and minimax regret

  • The nested fixed point algorithm

  • Estimation of Rust's model based on Harold Zurcher's data

Network Of Diverse People

Accessing the material

Github repository

pip package installation

!pip install mec

from mec import ot

Docker image

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©2022 Alfred Galichon

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