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Applied Statistics Workshop by Laurent Franckx

isba
Louvain-la-Neuve
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  September 26 - 14:30 - "Scrappage models for cars: multi state processes versus duration models" - 
 

Laurent Franckx (Bureau du Plan)

Scrappage models for cars: multi state processes versus duration models

Abstract: 
I illustrate how a Markov multi-state process can be used to model car scrappage decisions in car stock models, as an alternative to simple duration models. In contrast to duration models, multi-state processes take into account that cars often change hands between owners who exhibit quite different scrappage behaviour.

Using a real-world numeric example, I show that using a simple duration model can lead to a serious misrepresentation of the size, the age structure and the ownership structure of a car stock. In turn, this leads to a low accuracy in the estimation of CO2 emissions from the car stock and of the tax receipts based on car ownership.

Simulating the car stock with a multi-state process leads to more accurate estimates of all key parameters of the car stock.

This seminar will be given in presence in room C-115, 20 voie du Roman Pays, Louvain-la-Neuve. Online participation is also possible but we can't guarantee high quality.

 

Room C.115 or TEAMS
Lien: https://teams.microsoft.com/meet/3374883247628?p=npNiQH7UVz9I3N0O44
 

  • Vendredi, 26 septembre 2025, 14h30
    Vendredi, 26 septembre 2025, 15h30
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