EconML
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ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goal...
Hi, `CATENets` (https://github.com/AliciaCurth/CATENets) is a Python library that implements a number of flexible neural-network-based architectures for conditional average treatment effect estimation written by Alicia Curth and collagues (back then at...
Hi, we recently found that we get different prediction results every time we run the causal forest model with ite_estimates = model.effect(df[features]) ite_ci = model.effect_interval(df[features]) The model was pre-trained, saved...
This is well and truly in draft mode, and may never get off the ground without some serious decision making. As such, I'm not really expecting this to have this...
Installing latest econml throws an error in an attempt to use DeepIV. installed : keras=='2.15.0', tensorflow=='2.15.0', econml== '0.15.1' in python 3.11.12 Attempted to replicate: https://github.com/py-why/EconML/blob/main/notebooks/Deep%20IV%20Examples.ipynb. for example: ``` from econml.iv.nnet...
I'm working on a simulation study with binary outcomes and binary treatment and would like to estimate treatment effects on the log-odds scale (rather than risk difference). I’ve been using...
I read about the following "simple test" for heterogeneity in Athey & Wager 2019 (Estimating Treatment Effects with Causal Forests: An Application). : "A first, simple approach to testing for...
When I close the terminal and re-run the CausalForestDML, the results are different each time I run it, although the differences are minor. Tried setting a random seed, which also...
Dear Sir or Madam, When I am using the CausalForestDML Summary function, I find the treatment_names and output_names are not present successfully. The row names for the 'Double Robust ATT...
Hi, I greatly enjoy the EconML library. However, regarding multiple treatments, there is an issue I could not figure out. I would really appreciate your help. Here is the brief...
Hello, I am a novice in EconML Library. I am comparing the DML with single treatment variable results using EconML vs coding it manually and getting wildly different results, with...
