Bayesian approaches for limited dependent variable change point problems

Arthur Spirling

    Research output: Contribution to journalReview article

    Abstract

    Limited dependent variable (LDV) data are common in political science, and political methodologists have given much good advice on dealing with them. We review some methods for LDV "change point problems" and demonstrate the use of Bayesian approaches for count, binary, and duration-type data. Our applications are drawn from American politics, Comparative politics, and International Political Economy. We discuss the tradeoffs both philosophically and computationally. We conclude with possibilities for multiple change point work.

    Original languageEnglish (US)
    Pages (from-to)387-405
    Number of pages19
    JournalPolitical Analysis
    Volume15
    Issue number4
    DOIs
    StatePublished - Sep 1 2007

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    ASJC Scopus subject areas

    • Sociology and Political Science
    • Political Science and International Relations

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