Recent questions tagged treatment

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What is the difference between a descriptive and prescriptive treatment of language?
What is the difference between a descriptive and prescriptive treatment of language?What is the difference between a descriptive and prescriptive treatment of language? ...
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What is detectable difference when determining treatment effect?
What is detectable difference when determining treatment effect?What is detectable difference when determining treatment effect? ...
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What is causal inference all about?
What is causal inference all about?What is causal inference all about? ...
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What is causal inference?
What is causal inference?What is causal inference? ...
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Why is it difficult to estimate individual treatment effects in Causal Inference?
Why is it difficult to estimate individual treatment effects in Causal Inference?Why is it difficult to estimate individual treatment effects in Causal Inference? $$E\left\left(\tau(x)_{i}-\hat{\tau}(x)_{i}\right)^{2}\right$$ ...
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How do I quantify the comparability of two treatment groups?
How do I quantify the comparability of two treatment groups?How do I quantify the comparability of two treatment groups? ...
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How does one estimate heterogeneous treatment effects with causal trees and causal forests?
How does one estimate heterogeneous treatment effects with causal trees and causal forests?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?
What is a control group in a statistical experiment?What is a control group in a statistical experiment? ...
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What is the Global Average Treatment Effect (GATE) in causal inference?
What is the Global Average Treatment Effect (GATE) in causal inference?What is the Global Average Treatment Effect (GATE) in causal inference? ...
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Causal Inference - How can one balance covariates when given a small number of covariates?
Causal Inference - How can one balance covariates when given a small number of covariates?Causal Inference - How can one balance covariates when given a small number of covariates? ...
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What are the different classifications of treatment assignment mechanisms for causal inference?
What are the different classifications of treatment assignment mechanisms for causal inference?What are the different classifications of treatment assignment mechanisms for causal inference? ...
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Is the Instrument Variable always a parent or ancestor of the treatment variable?
Is the Instrument Variable always a parent or ancestor of the treatment variable?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?
Is it true that if you condition on the parents of the treatment, you automatically block all backdoor paths to the outcome?Is it true that if you condition on the parents of the treatment, you automatically block all backdoor paths to the outcome? ...
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What are the two methods to make the Average Treatment Effect (ATE) estimable?
What are the two methods to make the Average Treatment Effect (ATE) estimable?What are the two methods to make the Average Treatment Effect (ATE) estimable? ...
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Prove that $E[Y_1] \neq E[Y | X=1]$ and $E[Y_0] \neq E[Y | X=0]$
Prove that $E[Y_1] \neq E[Y | X=1]$ and $E[Y_0] \neq E[Y | X=0]$Prove that $EY_1 \neq EY | X=1$ and $EY_0 \neq EY | X=0$ ...
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How does one choose what estimator to use for P(y|W, T=t)?
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. ...
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In the consideration of heterogeneous treatments effects, does the heterogeneity typically arise from the treatment variables, or the covariates?
In the consideration of heterogeneous treatments effects, does the heterogeneity typically arise from the treatment variables, or the covariates?In the consideration of heterogeneous treatments effects, does the heterogeneity typically arise from the treatment variables, or the covariates? ...
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What is the difference between Conditional Average Treatment Effect (CATE) and the normal ATE?
What is the difference between Conditional Average Treatment Effect (CATE) and the normal ATE?What is the difference between Conditional Average Treatment Effect (CATE) and the normal ATE? ...
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What is the treatment for MERS-COV?
What is the treatment for MERS-COV?What is the treatment for MERS-COV? ...
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What does the assumption of unconfoundedness in treatment effect state?
What does the assumption of unconfoundedness in treatment effect state?What does the assumption of unconfoundedness in treatment effect state? ...
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What are heterogeneous treatment effects?
What are heterogeneous treatment effects?What are heterogeneous treatment effects? ...
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Is there a treatment effect optimization method for user marketing so as to capture the balance of cost versus benefit?
Is there a treatment effect optimization method for user marketing so as to capture the balance of cost versus benefit?Is there a treatment effect optimization method for user marketing so as to capture &nbsp;the balance of cost versus benefit? ...
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What is cannibalization between control and treatment in online experiments?