EstimatorPlan: Estimator Plan
In microsoft/CausalGrid: Analysis of Subgroups
EstimatorPlan R Documentation
Estimator Plan
Description
An estimator plan is an S3 objet that defines functions for how to estimate parameters in the various stages of subgroup analysis.
Details
With an outcome-only model, then we just call est_params.
When there is a treatment, then we initially also call fit_on_train, residualize.
Each plan also has a field dof for a degrees of freedom-correction to standard errors (e.g. 2 (intercept and treatment effect) or more if controls are included)
Provided estimator plans include simple_est, lm_est, and grid_rf. User provided plans just need to implement the relevant functions.
microsoft/CausalGrid documentation built on Aug. 25, 2022, 9:30 a.m.
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| EstimatorPlan | R Documentation |
Estimator Plan
Description
An estimator plan is an S3 objet that defines functions for how to estimate parameters in the various stages of subgroup analysis.
Details
With an outcome-only model, then we just call est_params.
When there is a treatment, then we initially also call fit_on_train, residualize.
Each plan also has a field dof for a degrees of freedom-correction to standard errors (e.g. 2 (intercept and treatment effect) or more if controls are included)
Provided estimator plans include simple_est, lm_est, and grid_rf. User provided plans just need to implement the relevant functions.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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