estimate_bias_variance: Estimate the bias and variance of DID g-formula estimators
In audreyrenson/didgformula: The difference-in-differences g-formula
View source: R/summary_functions.R
estimate_bias_variance R Documentation
Estimate the bias and variance of DID g-formula estimators
Description
Estimate the bias and variance of DID g-formula estimators
Usage
estimate_bias_variance(results_df, estimates_truth)
Arguments
results_df
Data frame with columns 'rep' and 'estimates' where 'estimates' is a list of tibble output results from either iptw_pipeline(), ice_pipeline(), or or_pipeline().
estimates_truth
Data frame with columns 't' and 'estimate', with the 'true' value of E(Y_t(a)-Y_t-1(a)) for t=1,...,T
Value
data frame with bias and variance estimates
audreyrenson/didgformula documentation built on Oct. 9, 2022, 11:45 a.m.
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View source: R/summary_functions.R
| estimate_bias_variance | R Documentation |
Estimate the bias and variance of DID g-formula estimators
Description
Estimate the bias and variance of DID g-formula estimators
Usage
estimate_bias_variance(results_df, estimates_truth)
Arguments
results_df |
Data frame with columns 'rep' and 'estimates' where 'estimates' is a list of tibble output results from either iptw_pipeline(), ice_pipeline(), or or_pipeline(). |
estimates_truth |
Data frame with columns 't' and 'estimate', with the 'true' value of E(Y_t(a)-Y_t-1(a)) for t=1,...,T |
Value
data frame with bias and variance estimates
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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