Discrete choice, part 1: Conditional logit and multinomial logit

In this lecture, I discuss logit models for discrete choice, focusing on the conditional logit and multinomial logit models and how they fit into the overarching framework of Random Utility Models.

Discrete choice, part 2: The independence of irrelevant alternatives (IIA)

Discrete choice, part 2: The independence of irrelevant alternatives (IIA)

Regression with Count Data: Poisson and Negative Binomial

Regression with Count Data: Poisson and Negative Binomial

The nested logit model

The nested logit model

Discrete choice, part 3: Location and scale normalization in logit models

Discrete choice, part 3: Location and scale normalization in logit models

Model Based Reinforcement Learning: Policy Iteration, Value Iteration, and Dynamic Programming

Model Based Reinforcement Learning: Policy Iteration, Value Iteration, and Dynamic Programming

Multinomial Regression Model-Part I

Multinomial Regression Model-Part I

Multinomial Probit and Logit Models

Multinomial Probit and Logit Models

Multinominal logistic regression, Part 1: Introduction

Multinominal logistic regression, Part 1: Introduction

What are... Discrete Choice Experiments? Matthew Quaife

What are... Discrete Choice Experiments? Matthew Quaife

Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

Discrete choice models - introduction to logit and probit

Discrete choice models - introduction to logit and probit

How to Answer ANY Question (Even If You Don't Know The Answer!)

How to Answer ANY Question (Even If You Don't Know The Answer!)

6. Monte Carlo Simulation

6. Monte Carlo Simulation

Tutorial Week7 Section4 DCE Data Analysis & Intepretation

Tutorial Week7 Section4 DCE Data Analysis & Intepretation

The Man Who Went From Working At A Subway, To Solving An "Impossible" Math Problem

The Man Who Went From Working At A Subway, To Solving An "Impossible" Math Problem

Probit and Logit Models

Probit and Logit Models

Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker

Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker

01 Introduction

01 Introduction

Multinomial Probit and Logit Models in Stata

Multinomial Probit and Logit Models in Stata

Conditional Logistic Regression in R (Introduction and Walkthrough)

Conditional Logistic Regression in R (Introduction and Walkthrough)