Nothing
rctglm
snapshot testsCode
estimand(ate_with_cv)
Output
Estimate Std. Error
1 1.762089 0.1882041
Code
estimand(ate_wo_cv)
Output
Estimate Std. Error
1 1.762089 0.1846456
Code
estimand(rr_with_cv)
Output
Estimate Std. Error
1 40.80363 8.51032
Code
estimand(rr_wo_cv)
Output
Estimate Std. Error
1 40.80363 8.55476
estimand_fun_derivX
can be left as NULL or specified manuallyCode
ate_auto <- withr::with_seed(42, {
rctglm(formula = Y ~ ., exposure_indicator = A, exposure_prob = exposure_prob,
data = dat_gaus, family = gaussian, estimand_fun = "ate", cv_variance = FALSE,
verbose = 1)
})
Message
-- Symbolic differentiation of estimand function --
i Symbolically deriving partial derivative of the function 'psi1 - psi0' with respect to 'psi0' as: '-1'.
* Alternatively, specify the derivative through the argument
`estimand_fun_deriv0`
i Symbolically deriving partial derivative of the function 'psi1 - psi0' with respect to 'psi1' as: '1'.
* Alternatively, specify the derivative through the argument
`estimand_fun_deriv1`
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