• Login
    View Item 
    •   NWU-IR Home
    • Research Output
    • Faculty of Humanities
    • View Item
    •   NWU-IR Home
    • Research Output
    • Faculty of Humanities
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Bayesian evaluation of informative hypotheses in SEM using Mplus: a black bear story

    Thumbnail
    Date
    2013
    Author
    Van de Schoot, Rens
    Verhoeven, Marjolein
    Hoijtink, Herbert
    Metadata
    Show full item record
    Abstract
    Half in jest we use a story about a black bear to illustrate that there are some discrepancies between the formal use of the p-value and the way it is often used in practice. We argue that more can be learned from data by evaluating informative hypotheses, than by testing the traditional null hypothesis. All criticisms of classical null hypothesis testing aside, the best argument for evaluating informative hypotheses is that many researchers want to evaluate their expectations directly, but have been unable to do so because the statistical tools were not yet available. It will be shown that a Bayesian model selection procedure can be used to evaluate informative hypotheses in structural equation models using the software Mplus. In the current paper we introduce the methodology using a real-life example taken from the field of developmental psychology about depressive symptoms in adolescence and provide a step-by-step description so that the procedure becomes more comprehensible for applied researchers. As this paper illustrates, this methodology is ready to be used by any researcher within the social sciences.
    URI
    http://hdl.handle.net/10394/11586
    Collections
    • Faculty of Humanities [2042]

    Copyright © North-West University
    Contact Us | Send Feedback
    Theme by 
    Atmire NV
     

     

    Browse

    All of NWU-IR Communities & CollectionsBy Issue DateAuthorsTitlesSubjectsAdvisor/SupervisorThesis TypeThis CollectionBy Issue DateAuthorsTitlesSubjectsAdvisor/SupervisorThesis Type

    My Account

    LoginRegister

    Copyright © North-West University
    Contact Us | Send Feedback
    Theme by 
    Atmire NV