Description Usage Arguments Value
Check the deviance of sifted and original data parameter estimates under a parametric model. Model specification is needed for the check.
1 2 3 4 5 6 7 | betarate_g(
sdata,
oridata,
covtrue = c(10, 0.2, 5, 1, 2),
form = as.formula("Y~x1+x2+x3+visit+(1|ID)"),
family = gaussian(link = "identity")
)
|
sdata |
The Sifted data frame. |
oridata |
The original data frame. |
covtrue |
Ture or estimated coefficients of the target model. |
form |
Model formula according to "covtrue" order. |
family |
Family object to specify the link function for the outcome. |
covrate - Absolute deviance between the sifted and original coefficients over the absolute value of original coefficients.
covrate_t - Absolute deviance between the sifted and true coefficients over the absolute value of true coefficients.
covrate_ori_t - Absolute deviance between the original and true coefficients over the absolute value of true coefficients.
overlap - If the sifted and original CIs overlap.
trueinci - If the true coefficients are in the sifted CIs.
c1 - Confidence Intervals for the Sifted model.
trueinorici - If the true coefficients are in the original CIs.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.