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Dynamic and Structural Features of Intifada Violence: A Markov Process Approach

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Author Info
Ivan Jeliazkov () (Department of Economics, University of California-Irvine)
Dale J. Poirier () (Department of Economics, University of California-Irvine)
Abstract

This paper analyzes the daily incidence of violence during the Second Intifada. We compare several alternative statistical models with different dynamic and structural stability characteristics while keeping modelling complexity to a minimum by only maintaining the assumption that the process under consideration is at most a second order discrete Markov process. For the pooled data, the best model is one with asymmetric dynamics, where one Israeli and two Palestinian lags determine the conditional probability of violence. However, when we allow for structural change, the evidence strongly favors the hypothesis of structural instability across political regime sub-periods, within which dynamics are generally weak.

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Publisher Info
Paper provided by University of California-Irvine, Department of Economics in its series Working Papers with number 070801.

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Length: 20 pages
Date of creation: Sep 2007
Date of revision:
Handle: RePEc:irv:wpaper:070801

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Related research
Keywords: Bayesian; Conjugate prior; Israeli-Palestinian conflict; Marginal likelihood;

Find related papers by JEL classification:
C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General
C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

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  1. Paul Gustafson & Lawrence Walker, 2003. "An extension of the Dirichlet prior for the analysis of longitudinal multinomial data," Journal of Applied Statistics, Taylor and Francis Journals, vol. 30(3), pages 293-310, April. [Downloadable!] (restricted)
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