juandavidgutier

Problem fitting DeepIV

1

Hello, I am new with DeepIV, and I am trying to fit a model of DeepIV, however, I get this error message: TypeError: 'NoneType' object is not subscriptable, and I...

Hello everyone, I am running OrthoForest from DoWhy but it is running for days without result. I get this message: "2022-01-16 20:57:41.811540: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll';...

Error with method name for DMLIV

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Hi all, I am trying to run a model with DMLIV, of a binary treatment with CATE estimation. However, I have a problem calling the method_name. Additionally, there is any...

Problem with DeepIV and tensorflow

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Hello @kbattocchi, I am working with DeepIV and I am reproducing the code available in (https://towardsdatascience.com/causal-ml-for-data-science-deep-learning-with-instrumental-variables-96e5b7cc0482) according to the issue (#352) I installed tensorflow 2.2. However, my script give me...

Hi everyone, I am using the method estimate_effect with DMLOrthoForest, for a model with two common causes (W1 and W2, in my dataset) and one instrumental variable (instruments), but I...

Include conditional effects, p-value and confidence intervals for DML

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@amit-sharma Is it possible to include in the next version the conditional effects, p-value and confidence intervals for double machine learning, please?

Problem interpreting 95.0% confidence interval in backdoor.linear_regression

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Hello, I am trying to estimate the effect of El Niño on incidence of leishmaniasis. I used the method "backdoor.linear_regression" with test_significance=True and confidence_intervals=True. However, when I see the value...

Hello, I am new in dagitty, and I am trying to use localTests function, but I get some errors. I appreciate your cooperation. This is my code: ` library(dagitty) library(lavaan)...

Hello, I am a fan of EconML, but I will be extremely happy if you develop an ML model to perform an estimation of overall, direct, and indirect causal effects...

Hi I am new with tmle3, and I am trying to estimate the effect of coca crops (variable tertile coca) on the incidence of leishmaniasis (variable sir). Currently, I can...