compute_dataset_simulation

Description

Simulates a dataset used to fit the model.

Usage

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

Arguments

Name	Description
`data`	a dataframe conatining QTc dataset
`fit`	an lme fit model
`xdata_col`	an unqoted column name for xdata
`sim_num`	an optional simulation number

Returns

a dataframe of simulation results

Examples

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

 compute_dataset_simulation(data, fit, CONC)

# A tibble: 643 × 3
     pred xdata sim_num
    <dbl> <dbl>   <dbl>
 1  -6.13     0       0
 2 -12.4      0       0
 3 -15.2      0       0
 4  -6.75     0       0
 5  -8.09     0       0
 6  -9.65     0       0
 7 -13.5      0       0
 8 -18.1      0       0
 9 -22.3      0       0
10  -2.82     0       0
# ℹ 633 more rows