Hierarchical multi-logit regression

[daniel_guhl]

Hi,

Has anyone tried to code a hierarchical multi-logit regression??? I am in marketing and am doing Conjoint Analysis. I was given some legacy WinBugs codes by my employer, but I am trying to switch to STAN.

Here are some links that you might find helpful:

GitHub - ksvanhorn/ART-Forum-2017-Stan-Tutorial: Materials from tutorial...

Mixed Logit Model

There seems to be a lot of confusion about terminology, at least for me. By mixed logit I refer to what others call a general model that combines features of a multinomial logit and a conditional logit. A formulation that may help to clarify what I mean is given here (see section 6.3.4). @martinmodrak I certainly will look into brms.

https://groups.google.com/forum/#!msg/stan-users/ivdRMIeJF04/P36OMgvABAAJ

BRUG14_DCM.zip

eRum2016/Presentations-participants/blob/master/13.10/Methodology 2/eRum_GG2016.pdf

Best,
Daniel