A Gentle Introduction to Bayesian Analysis: Applications to Developmental Research

Autor/inn/en	van de Schoot, Rens; Kaplan, David; Denissen, Jaap; Asendorpf, Jens B.; Neyer, Franz J.; van Aken, Marcel A. G.
Titel	A Gentle Introduction to Bayesian Analysis: Applications to Developmental Research
Quelle	In: Child Development, 85 (2014) 3, S.842-860 (19 Seiten)Infoseite zur Zeitschrift PDF als Volltext Verfügbarkeit
Sprache	englisch
Dokumenttyp	gedruckt; online; Zeitschriftenaufsatz
ISSN	0009-3920
DOI	10.1111/cdev.12169
Schlagwörter	Bayesian Statistics; Research Methodology; Prior Learning; Guidelines; Reports; Child Development + Suchen Sie Ihr Suchwort? Research method; Forschungsmethode; Vorkenntnisse; Richtlinien; Abschlussbericht; Berichten; Kindesentwicklung
Abstract	Bayesian statistical methods are becoming ever more popular in applied and fundamental research. In this study a gentle introduction to Bayesian analysis is provided. It is shown under what circumstances it is attractive to use Bayesian estimation, and how to interpret properly the results. First, the ingredients underlying Bayesian methods are introduced using a simplified example. Thereafter, the advantages and pitfalls of the specification of prior knowledge are discussed. To illustrate Bayesian methods explained in this study, in a second example a series of studies that examine the theoretical framework of dynamic interactionism are considered. In the Discussion the advantages and disadvantages of using Bayesian statistics are reviewed, and guidelines on how to report on Bayesian statistics are provided. (As Provided).
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Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2017/4/10