WTP Space models
Posted:
Tue Aug 17, 2021 5:52 pm
by niyomip
Hi,
I am doing WTP space models. I would like to know how to calculate the Confidence intervals for WTP space models.
I would appreciate if you could help me out.
Cheers!
Niyomi
Re: WTP Space models
Posted:
Tue Aug 17, 2021 6:29 pm
by Michiel Bliemer
Preference-space model:
V = b1 * x1 + ... + bcost * cost
WTP is w = -b1/bcost
95% confidence interval: [w - 1.96 * se(w), w + 1.96 * se(w)], where standard error se(we) needs to be computed using the Delta method.
WTP-space model:
V = lambda * (b1 * x1 + ... - cost)
WTP is w = b1
95% confidence interval: [b1 - 1.96 * se(b1), b1 + 1.96 * se(b1)], where standard error se(b1) comes directly out of model estimation.
As you can see from the above, determining confidence intervals in WTP space models is straightforward, it just requires parameter estimate b1 and its corresponding standard errir, much easier than in preference-space models.
Michiel
Re: WTP Space models
Posted:
Tue Aug 17, 2021 11:39 pm
by niyomip
Thank you very much Michiel for the explanation