Discrete Choice models: selected topics

Michel Bierlaire, École polytechnique fédérale de Lausanne (EPFL)

6 April 2021, 29 videos, 489 views, Open Channel

Videos for the MOOC "Discrete Choice models: selected topics"

Viewable by everyone.

14:43

Part 1, Choice models with latent variables: Modeling latent concepts

20 July 2021, 29 views

17:16

Part 1, Monte-Carlo integration

10 May 2021, 17 views

19:19

Part 2, Choice models with latent variables: Modeling latent concepts

24 July 2021, 19 views

20:27

Part 2, Discrete choice and machine learning: two complementary methodologies

13 August 2021, 8 views

12:19

Part II, Monte-Carlo integration

18 May 2021, 12 views

18:22

Beyond rationality

14 July 2021, 16 views

22:53

Choice models with latent variables: case study

26 July 2021, 10 views

11:04

Discrete choice and machine learning: two complementary methodologies

5 August 2021, 8 views

11:29

Mixture models: alternative specific variance

8 June 2021, 6 views

8:01

Mixture models: individual level parameters

14 July 2021, 7 views

20:38

Mixture models: latent classes

13 July 2021, 7 views

18:35

Mixture models: nesting structures

28 May 2021, 10 views

4:34

Mixture models: summary

14 July 2021, 6 views

14:56

Mixture models: taste heterogeneity

10 June 2021, 21 views

13:56

Mixtures: introduction

3 May 2021, 20 views

13:52

Multivariate Extreme Value Models

28 October 2021, 8 views

4:15

Panel data: dynamic model

29 July 2021, 10 views

11:33

Panel data: dynamic model with panel effects

29 July 2021, 5 views

14:10

Panel data: serial correlation

28 July 2021, 6 views

11:08

Panel data: static model

27 July 2021, 11 views

22:04

Sampling: conditional maximum likelihood estimation

21 April 2021, 21 views

12:09

Sampling: maximum likelihood estimation

20 April 2021, 13 views

22:51

Sampling strategies

8 April 2021, 15 views

13:41

Sampling strategies: an example

20 April 2021, 9 views

5:01

Sampling: weighted exogenous maximum likelihood estimation

27 April 2021, 9 views

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