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Recent questions tagged treatment


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What is the difference between a descriptive and prescriptive treatment of language?
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What is detectable difference when determining treatment effect?
1 answer 52 views
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What is causal inference all about?
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What is causal inference?
1 answer 37 views
What is causal inference?What is causal inference? ...
by MathsGee Platinum
(106,910 points)
asked in Data Science & Statistics Aug 11, 2021
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Why is it difficult to estimate individual treatment effects in Causal Inference?
0 answers 51 views
Why is it difficult to estimate individual treatment effects in Causal Inference?Why is it difficult to estimate individual treatment effects in Causal Inference? $$E\left\left(\tau(x)_{i}-\hat{\tau}(x)_{i}\right)^{2}\right$$ ...
by Pieter SIlver Status
(18,455 points)
asked in Data Science & Statistics May 8, 2021
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How do I quantify the comparability of two treatment groups?
1 answer 64 views
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How does one estimate heterogeneous treatment effects with causal trees and causal forests?
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What is a control group in a statistical experiment?
1 answer 104 views
What is a control group in a statistical experiment?What is a control group in a statistical experiment? ...
by Pieter SIlver Status
(18,455 points)
asked in Data Science & Statistics Mar 27, 2021
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What is the Global Average Treatment Effect (GATE) in causal inference?
0 answers 73 views
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Causal Inference - How can one balance covariates when given a small number of covariates?
1 answer 72 views
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What are the different classifications of treatment assignment mechanisms for causal inference?
1 answer 66 views
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Is the Instrument Variable always a parent or ancestor of the treatment variable?
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Is it true that if you condition on the parents of the treatment, you automatically block all backdoor paths to the outcome?
0 answers 47 views
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What are the two methods to make the Average Treatment Effect (ATE) estimable?
1 answer 67 views
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Prove that $E[Y_1] \neq E[Y | X=1]$ and $E[Y_0] \neq E[Y | X=0]$
1 answer 51 views
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How does one choose what estimator to use for P(y|W, T=t)?
0 answers 49 views
How does one choose what estimator to use for P(y|W, T=t)?Trying to estimate the effect on a binary variable Y for a dataset with two confounders W that are within the parent set of the treatment variable T. ...
by Edzai Zvobwo Bronze Status
(8,816 points)
asked in Data Science & Statistics Nov 14, 2020
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In the consideration of heterogeneous treatments effects, does the heterogeneity typically arise from the treatment variables, or the covariates?

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Explain the Positivity-Unconfoundedness Tradeoff
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What is the difference between Conditional Average Treatment Effect (CATE) and the normal ATE?
0 answers 127 views
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What is the treatment for MERS-COV?
1 answer 30 views
What is the treatment for MERS-COV?What is the treatment for MERS-COV? ...
by anonymous
asked in Life Sciences Nov 6, 2020
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What does the assumption of unconfoundedness in treatment effect state?
1 answer 92 views
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What are heterogeneous treatment effects?
1 answer 71 views
What are heterogeneous treatment effects?What are heterogeneous treatment effects? ...
by MathsGee Platinum
(106,910 points)
asked in Data Science & Statistics Oct 21, 2020
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Is there a treatment effect optimization method for user marketing so as to capture the balance of cost versus benefit?
0 answers 119 views
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What is cannibalization between control and treatment in online experiments?
1 answer 98 views
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Causal Inference: Does having a high number of server requests affect the response time of a server?
1 answer 145 views
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Causal Inference: Does having a high number of server requests affect the response time of a server? Causal Inference: Does having a high number of server requests affect the response time of a server?       ...
by Pieter SIlver Status
(18,455 points)
asked in Data Science & Statistics Oct 6, 2020
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