A Gentle Introduction to Bayesian Analysis: Applications to Developmental Research

• DOI: 10.1111/cdev.12169
• Publication Date: 2013-10-12T02:07:21Z
• Authors: Rens van de Schoot; David Kaplan; Jaap Denissen; Jens B. Asendorpf; Franz J. Neyer; Marcel A.G. van Aken
• Keywords: Bayesian econometrics; Bayesian average; Bayesian experimental design

Bayesian statistical methods are becoming ever more popular in applied and fundamental research. In this study a gentle introduction to analysis is provided. It shown under what circumstances it attractive use estimation, how interpret properly the results. First, ingredients underlying introduced using simplified example. Thereafter, advantages pitfalls of specification prior knowledge discussed. To illustrate explained study, second example series studies that examine theoretical framework dynamic interactionism considered. Discussion disadvantages statistics reviewed, guidelines on report