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Qingquan Liang
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Structure estimation
Post on: 2024-12-24
Last edited: 2025-2-25
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Source:
(1)Topics in Advanced Econometrics (ResEcon 703) Matt Woerman
(2)Train, Kenneth E. 2009. Discrete Choice Methods with Simulation. Second Edition. Cambridge University Press
 
 

1 Structure estimation

what, why, how,

2 Random utility model

Random utility model

3 Behavioral Models (Train textbook, chapters 1–2)

Train textbook, chapters 1–2

4 Logit model(Train textbook, chapters 3.1–3.6)

Logit model

5 Maximum Likelihood Estimation (Train textbook, chapter 8)

Maximum Likelihood Estimation

6 Logit Estimation(Train textbook, chapters 3.7–3.8)

Logit Estimation

7 Generalized Method of Moments

Generalized Method of Moments (GMM)

8 Generalized extreme value(Train textbook, chapter 4)

Generalized extreme value (GEV)

9 Mixed logit model (Train textbook, chapter 6)

Mixed logit model

10 Simulation-based estimation (Train textbook, chapter 10)

Simulation-based estimation
 
  • Author:Qingquan Liang
  • URL:https://tangly1024.com/article/166b15f7-9352-8096-877e-f384aea83ca5
  • Copyright:All articles in this blog, except for special statements, adopt BY-NC-SA agreement. Please indicate the source!
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1 Structure estimation2 Random utility model3 Behavioral Models (Train textbook, chapters 1–2)4 Logit model(Train textbook, chapters 3.1–3.6)5 Maximum Likelihood Estimation (Train textbook, chapter 8)6 Logit Estimation(Train textbook, chapters 3.7–3.8)7 Generalized Method of Moments8 Generalized extreme value(Train textbook, chapter 4)9 Mixed logit model (Train textbook, chapter 6)10 Simulation-based estimation (Train textbook, chapter 10)
Qingquan Liang
Qingquan Liang
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Catalog
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1 Structure estimation2 Random utility model3 Behavioral Models (Train textbook, chapters 1–2)4 Logit model(Train textbook, chapters 3.1–3.6)5 Maximum Likelihood Estimation (Train textbook, chapter 8)6 Logit Estimation(Train textbook, chapters 3.7–3.8)7 Generalized Method of Moments8 Generalized extreme value(Train textbook, chapter 4)9 Mixed logit model (Train textbook, chapter 6)10 Simulation-based estimation (Train textbook, chapter 10)
2021-2025 Qingquan Liang.

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