Simulates a dataset used to fit the model.

Simulates a dataset used to fit the model.

compute_dataset_simulation(data, fit, xdata_col, sim_num = 0)

Arguments

data

A data frame containing C-QT analysis dataset

fit

An nlme::lme model object from model fitting

xdata_col

An unquoted column name for xdata

sim_num

An optional simulation number

Value

a dataframe of simulation results

Examples

data_proc <- preprocess(cqtkit_data_verapamil)
fit <- nlme::lme(
  fixed = deltaQTCF ~ 1 + CONC,
  random = ~ 1 | ID,
  data = data_proc
)

compute_dataset_simulation(data_proc, fit, CONC)
#> # A tibble: 643 × 3
#>       pred xdata sim_num
#>      <dbl> <dbl>   <dbl>
#>  1   0.202     0       0
#>  2 -23.1       0       0
#>  3  -6.34      0       0
#>  4  -5.26      0       0
#>  5 -11.5       0       0
#>  6 -24.1       0       0
#>  7   4.87      0       0
#>  8   6.51      0       0
#>  9 -20.6       0       0
#> 10 -15.7       0       0
#> # ℹ 633 more rows