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On this [website](https://github.com/py-why/EconML/blob/main/notebooks/Double%20Machine%20Learning%20Examples.ipynb), the fourth line of code is:
```
# Treatment effect function
def exp_te(x):
…
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### Description
Wrong file is compiled for online display
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### (Required) What is this issue most closely…
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Double Machine Learning(DML)是一种半参数估计方法,旨在通过结合机器学习和传统经济计量学技术来解决因果推断问题。该方法最初由 Victor Chernozhukov、Denis Chetverikov和Christian Hansen等人于2017年提出。
DML方法的主要思想是使用两个机器学习模型来估计因果效应。第一个模型被用来预测因变量,而第二个模型被用来预测干…
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What should the format of this dataset be, and are there any instance datasets to refer to
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Hi! Anyone knows of existing papers or methods, that applies Double ML to highly imbalanced dataset with, for example, a dataset with less than 1% samples being positively treated while the other >99%…
ghost updated
2 years ago
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### Description
Scikit offers a gridsearch, where a large number of candidates (parameter configurations) is first trained on a very small batch of the training data. With each step the most promisin…
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### Background and motivation
The bfloat16 type provides the same number range as the 32-bit IEEE 754 single-precision floating point type, but with a reduced precision (24 bits -> 8 bits). This is…
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First of all, let me say how awesome I find the integration between econml and dowhy - I very much prefer expressing my problem in the graph language, and then choosing the right EconML machinery to s…
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OpenAI often returns text that looks like MD but trips up LogSeq. Then LogSeq doesn't display the response correctly, and gives a warning: "Full content not displayed; Logseq doesn't support multiple …
thams updated
1 month ago
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Hi! Thanks again for developing this powerful package.
Can someone help us understand: when we should specify an intercept in a Double ML's model_final residual regression? When we should not inclu…
ghost updated
3 years ago