A Correcting Method of Attrition Bias in Stated Preference Panel Data

Autor:	Yoriyasu Sugie, Akimasa Fujiwara, Hironori Yamane
Rok vydání:	1993
Předmět:	Selection bias media_common.quotation_subject Model parameters medicine.disease Preference Statistics Econometrics medicine Attrition Travel mode Mode choice Model building Mathematics media_common Panel data
Zdroj:	INFRASTRUCTURE PLANNING REVIEW. 11:311-318
ISSN:	1884-8303 0913-4034
DOI:	10.2208/journalip.11.311
Popis:	This paper demonstrates the effectiveness of a correcting method of attrition bias in model building based on stated preference (SP) panel data. SP panel data for the New Transit in Hiroshima were obtained at two different points in time. The effect of attrition bias on mode choice model parameters based on SP data was empirically clarified. The attrition models which determine whether the respondents of first wave participate into the second survey or not were developed with the first wave data. Besides, a mode choice model was estimated based on the stayers at the second wave. The attrition bias of this model was corrected by sequential step on the assumption that the error correlates with that of the attrition model. It was found that this correcting could effectively censor out the biased share of each travel mode.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::69137adf7d11d752e4e4e6c167ab4e50 https://doi.org/10.2208/journalip.11.311 Zobrazit plný text záznamu