Bayesian statistics -- Lecture 5 -- Bayesian t-tests
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- Опубликовано: 21 авг 2024
- Bayesian statistics -- Lecture 5 -- Bayesian t-tests
In this video, we walk through the basics of the Bayesian t-test, paying particular attention to the default Cauchy prior and where it comes from. Then I demonstrate a full Bayesian analysis of a t-test in JASP. Along the way, I provide a template for writing the results from the output given in JASP.
Some links:
- the R code I used for the plots in the video: github.com/tom...
- the original Rouder et al. (2009) paper developing the Bayesian t-test used in JASP: doi.org/10.375...
Course:
PSYC 4390/5090: Bayesian Statistics
Dr. Tom Faulkenberry (Tarleton State University)
Infinitely thankful you've uploaded these lectures on youtube! I've gone through most of your bayesian videos, and they've made me more comfortable using bayesian analysis for my projects.
I love the way the results were reported!
Thank you very much for your very attractive and informative lecture.
This is a wonderful lecture on using the Bayesian framework for one sample t-test. Thank you very much. I wonder if the subsequent classes are also posted.
Thanks for these! Any plans to release the regression & ANOVA videos?