Simulate responses from Emax regression model
Usage
# S3 method for class 'emaxnls'
simulate(object, nsim = 1, seed = NULL, ...)Examples
mod <- emax_nls(
structural_model = rsp_1 ~ exp_1,
covariate_model = list(E0 ~ cnt_a, Emax ~ 1, logEC50 ~ 1),
data = emax_df
)
simulate(mod)
#> # A tibble: 400 × 8
#> dat_id sim_id mu val E0_cnt_a E0_Intercept Emax_Intercept
#> <int> <int> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 1 1 14.5 14.1 0.468 5.09 10.2
#> 2 2 1 15.6 15.6 0.468 5.09 10.2
#> 3 3 1 5.67 5.24 0.468 5.09 10.2
#> 4 4 1 13.4 12.7 0.468 5.09 10.2
#> 5 5 1 13.6 14.0 0.468 5.09 10.2
#> 6 6 1 16.9 17.0 0.468 5.09 10.2
#> 7 7 1 17.2 17.3 0.468 5.09 10.2
#> 8 8 1 14.9 15.7 0.468 5.09 10.2
#> 9 9 1 7.36 7.42 0.468 5.09 10.2
#> 10 10 1 12.9 12.9 0.468 5.09 10.2
#> # ℹ 390 more rows
#> # ℹ 1 more variable: logEC50_Intercept <dbl>