~AEA Public Library

A Gentle Introduction to Bayesian Analysis 

11-14-2009 22:55

Demonstration Session 886: Quantitative methods in program evaluation typically are frequentist statistics. These statistical methods focus on population parameters with the hope of addressing the null hypothesis. In contrast to frequentist methods, Bayesian methods reverse the focus by directly addressing the hypothesis of interest with the hope of addressing population parameters. The current demonstration presents a general overview of both approaches in parallel to show evaluators that both methods serve our purposes. We will introduce Bayesian analyses by comparing them to their frequentist counterparts. Our demonstration consists primarily of simple statistics that would be suitable to all evaluators regardless of statistical background. The advantages and disadvantages of Bayesian analyses will be highlighted in each example. Because Bayesian analyses are not standard in evaluation, we intend to explain each procedure in detail and offer suggestion about how to present results to all stakeholders.

#QuantitativeMethods-TheoryandDesign #2009Conference

Statistics
0 Favorited
23 Views
1 Files
0 Shares
45 Downloads

Related Entries and Links

No Related Resource entered.

Tags and Keywords

Attachment(s)
pdf file
aea_bayesian_2009.pdf   17.44 MB   1 version
Uploaded - 11-14-2009