Bayesian Regression Analysis in SPSS

jrojasme

Dear colleagues,

Does anyone of you have a tutorial on how to perform Bayesian Regression analysis in SPSS? I am interested on how to interpret the outputs as well as on what and how to report those in a paper. In addition, do you know how convergence is assessed in those models?

Thank you very much for any insight you may provide.

Regards,

Jose

Ihnwhi

Hi Jose (@jrojasme),

You can refer to these two tutorials on Bayesian regression in SPSS (the first one is more focused on introductory Bayesian regression in SPSS whereas the second one is geared on details, e.g., convergence):

• https://www.rensvandeschoot.com/tutorials/bayesian-regression-spss/
• https://www.rensvandeschoot.com/tutorials/wambs-checklist-in-spss/

FYI, I also refer you to the following tutorials on Bayesian regression using JASP:

• https://www.rensvandeschoot.com/tutorials/advanced-bayesian-regression-in-jasp/
• https://www.rensvandeschoot.com/tutorials/wambs-checklist-in-jasp-using-jags/

Last but not least, your questions about JASP are always welcome!

Hope this helps.

Cheers,

Ihnwhi

jrojasme

Thank you Ihnwhi. I have gone over the references and I have a better idea now. However, I am still struggling on how to interpret the graph plots to be sure about convergence. Are you familiar with this?

Thank you.

Jose

Ihnwhi

Hi Jose (@jrojasme),

Which convergence plots are you having difficulties in interpreting? I can help you.

Cheers,

Ihnwhi