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import dowhy
import econml.dowhy
est = LinearDML(model_y=GradientBoostingRegressor(), model_t=GradientBoostingRegressor(),
featurizer=PolynomialFeatures(degree=2, include_bias=False))
est_dw = e…
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You mentioned in the paper that the sample weight w is used to remove the confounder bias from C(X). However, under the unconfoundedness assumption, there are no unobserved confounders and hence there…
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@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 treatment is r…
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- [x] Update to recent version of tipr
- [x] Add adjust example
- [ ] Show with a simulated confounder?
- [ ] If simulating something like age, actually show how we would do the SMD for the argumen…
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Thank you for presenting and also including a detailed method appendix in the end! This is a really cool research project!
Kind of building on #2 where the use of twitter might be particularly pola…
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Post questions here for this week's fundamental readings:
Grimmer, Justin, Molly Roberts, Brandon Stewart. 2022. Text as Data. Princeton University Press: Chapters 23, 24, 25, 26, 27 —“Prediction”,…
lkcao updated
7 months ago
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Dear Professor Munzert, or our respected TAs,
I have a question on Task 1.
In b, Z1 is a collider, therefore conditioning on Z1 would introduce collider bias. However in c, Z1 is a confounder, the…
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Post questions here for this week's fundamental readings: Grimmer, Justin, Molly Roberts, Brandon Stewart. 2022. Text as Data. Princeton University Press: Chapters 23, 24, 25, 26, 27 —“Prediction”, “C…
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Hi,
I try to use recombat to correct for batch effects in my dataset and set X and C accordingly with keeping all the wanted variation in X and all the unwanted in C. However, my unwanted variation…
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Hi,
I'm running into an error when calling the `log_reg_case.out` program.
```
$ $hawkDir/log_reg_case.out -t $noThread $sex_confounder_arg -p $noPC > pvals_case_top.txt
terminate called after…
Asutu updated
4 years ago