tipatubi

How to use SinglePolicyInterpreter to score on unseen/new data in order to know how to treat?

3

@kant @Padarn @kbattocchi Hello, my understanding is that one can use SinglePolicyInterpreter to apply to new instances (unseen data) in order to decide if a treatment shall be given. Is...

How do I get the actual treatment variables in the output instead of T0 and T1?

7

@gregorybchris @kbattocchi Hi, I have this output: However, I am not sure what the T0 and T1 map to? My two treatment features are both integers from 0-10. How do...

DoWhy with Multiple Treatments (T) and Multiple Outcomes (Y)

7

Hi, @emrekiciman I have been looking to see if DoWhy supports Multiple Treatments (T) and Multiple Outcomes (Y) causal framework and it seems to be the case using DoWhy/EconMl. For...

Question on Inference Method & Marginal ATE vs ATE

3

@kbattocchi Hello Keith, I hope you are doing well. I wanted to understand a couple of unique properties of econml that apply to many estimators (I am looking right not...

Will DRPolicyForest control for confounder in Treatments that occured under different seasons?

3

@kbattocchi Hi Keith, I wanted to understand how the DRPolicyForest would behave if I had 2 treatments in which one treatment is randomized data collected during December and the other...

Policy using Treatment Classes with DynamicDML

1

@kbattocchi Hi Keith! I was curious to learn if the DynamicDML class is able to use Treatment Classes (like the DRPolicyForest) instead of discrete/continous variables? I am looking to understand...

@kbattocchi Hi Keith! I hope you had a great start into 2023. I wanted to ask you if I am able to use a Policy Tree and score new data...

SingleTreePolicyInterpreter (causal forest) Follow-Up

2

Hi Keith, @kbattocchi I had a follow-up question on the SingleTreePolicyInterpreter (causal forest) Interpreter in general. My questions are: 1. If I have 3 Y-variables (i.e. sales, retention, session duration),...

Rendering of several plots not working!

3

Hello, I am using the google provided example code from their github and oddly, when I plot `plot.plot_prior_and_posterior(media_mix_model=mmm)`, the output cart renders perfectly find. However, when I run other plots...

Pip install issue due to scikit-learn

1

@samcarlos Hi Sam, I am trying to install MR Uplift and noticed some issues: - pip install issue due to sklearn. Here is the error code: ``` × python setup.py...