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Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable

Beck, Nathaniel and Katz, Jonathan N. and Tucker, Richard (1998) Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable. American Journal of Political Science, 42 (4). pp. 1260-1288. ISSN 0092-5853. http://resolver.caltech.edu/CaltechAUTHORS:20140314-120455747

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Abstract

Researchers typically analyze time-series-cross-section data with a binary dependent variable (BTSCS) using ordinary logit or probit. However, BTSCS observations are likely to violate the independence assumption of the ordinary logit or probit statistical model. It is well known that if the observations are temporally related that the results of an ordinary logit or probit analysis may be misleading. In this paper, we provide a simple diagnostic for temporal dependence and a simple remedy. Our remedy is based on the idea that BTSCS data are identical to grouped duration data. This remedy does not require the BTSCS analyst to acquire any further methodological skills, and it can be easily implemented in any standard statistical software package. While our approach is suitable for any type of BTSCS data, we provide examples and applications from the field of International Relations, where BTSCS data are frequently used. We use our methodology to reassess Oneal and Russett's (1997) findings regarding the relationship between economic interdependence, democracy, and peace. Our analyses show that (1) their finding that economic interdependence is associated with peace is an artifact of their failure to account for temporal dependence yet (2) their finding that democracy inhibits conflict is upheld even taking duration dependence into account.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.2307/2991857 DOIArticle
http://www.jstor.org/stable/2991857JSTORArticle
ORCID:
AuthorORCID
Katz, Jonathan N.0000-0002-5287-3503
Additional Information:© 1998 by the Board of Regents of the University of Wisconsin System. Manuscript submitted 3 September 1997. Final manuscript received 12 December 1997. We thank John Oneal and Bruce Russett for providing their data and Robert Engle, Gary King, Jonathan Nagler and Glenn Sueyoshi for helpful comments and conversations. A replication data set may be found at ftp://weber.ucsd.edu:/pub/nbeck.
Record Number:CaltechAUTHORS:20140314-120455747
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20140314-120455747
Official Citation:Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable Nathaniel Beck, Jonathan N. Katz and Richard Tucker American Journal of Political Science , Vol. 42, No. 4 (Oct., 1998) , pp. 1260-1288 Published by: Midwest Political Science Association Article DOI: 10.2307/2991857 Article Stable URL: http://www.jstor.org/stable/2991857
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:44325
Collection:CaltechAUTHORS
Deposited By: Jonathan Katz
Deposited On:17 Mar 2014 20:48
Last Modified:24 Feb 2016 02:43

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