Identifiability and practical relevance of complex car-following models. Flötteröd, G., Wagner, P., & Wang, Y. In Traffic And Granular Flow, September, 2011.
Identifiability and practical relevance of complex car-following models [link]Paper  abstract   bibtex   2 downloads  
This article looks at car-following models with a deliberately pragmatic perspective: What information about driver behavior can be extracted from a given data set without more or less speculative assumptions about underlying behavioral laws. The objective of this exercise is not to invalidate existing models but to obtain a better understanding of how much (complex) model structure can be revealed/validated from real data.
@inproceedings{dlr72232,
	author = {Gunnar Fl{\"o}tter{\"o}d and Peter Wagner and Yun-Pang Wang},
	booktitle = {Traffic And Granular Flow},
	title = {Identifiability and practical relevance of complex car-following models},
	year = {2011},
	month = {September},
	abstract = {This article looks at car-following models with a deliberately pragmatic
	perspective: What information about driver behavior can be extracted
	from a given data set without more or less speculative assumptions
	about underlying behavioral laws. The objective of this exercise
	is not to invalidate existing models but to obtain a better understanding
	of how much (complex) model structure can be revealed/validated from
	real data.},
	groups = {pollution},
	keywords = {car following models, ARIMA, calibration},
	owner = {dkrajzew},
	timestamp = {2014.01.08},
	url = {http://elib.dlr.de/72232/}
}

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