Amit Sharma

VICause is not visible, but you can provide the string "azua.models.vicause.VICause" and dowhy will automatically instantiate it. I just added the azua file that has details on the integration ....

That will be a very good addition. If I understand correctly, you are referring to the doubly robust estimator. It may be a while before we get to it. Would...

They are the same :) Sometimes, it is useful to differentiate them. For example, some estimators (E.g., linear regression estimator) may use parametric confidence intervals which is fast, and then...

This is odd. I can try to look at this, but it may take some time.

That's odd and should not be happening. I will check this---thanks for raising it @mijantscher. Btw, one reason this could be happening is because internal methods process treatment and outcome...

@mijantscher There was an error in the estimation code for frontdoor/mediation. Fixed it now in master. You can install the latest version using `git clone` and then using `pip install...

You can use the argument `treatment_value` and `control_value`. The default is (1,0,0) for `treatment_value` and (0,0,0) for `control_value`, but you can provide any value, e.g., (5, 0, 0) to measure...

This is a good idea @santboia. It makes sense to allow users to specify `mediators_names`. Will notify you once this update goes into master branch.

@all-contributors please add @bkowshik for code.

That's a great question. In general, these tests simply detect that there is an error, but do not provide an obvious way of correcting it. They do provide some hints...