Description Usage Arguments Value Examples
This function returns the scqe estimates and confidence intervals for the 1 cohort case (ie there is not 'post' input) when the user inputs full data.
1 | scqe.1cfull(treatment, outcome, delta, min_delta, max_delta, alpha = 0.05, ...)
|
treatment |
Binary or continuous vector corresponding (usually) to 0,1 (no treatment or treatment) for each observation. |
outcome |
Continuous vector representing the outcome for each observation. |
delta |
Single value or vector of possible values for change in average non-treatment outcome between cohorts (if applicable). |
min_delta |
Minimum delta. Optional, not used if |
max_delta |
Maximum delta. Optional, not used if |
alpha |
Numeric alpha for confidence interval (default is alpha = 0.05). |
... |
Extra optional arguments. |
scqe object of class "scqe." Returns results table for the 1 cohort, full data case.
1 2 3 4 5 6 7 8 9 10 | set.seed(1234)
post = c(rep(0,100), rep(1,100))
tx = c(rep(0, 100), rbinom(n = 100, prob = 0.27, size = 1))
y = rbinom(n = 200, prob = 0.1 + 0.02 * post - 0.05 * tx, size = 1)
# One cohort, full data
scqe.1cohort.full = scqe(treatment = tx, outcome = y,
delta=seq(from = -0.1, to = 0.1, by = 0.05))
plot(scqe.1cohort.full)
summary(scqe.1cohort.full)
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