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 -10.3      0       0
 2   1.26     0       0
 3   2.15     0       0
 4  -7.02     0       0
 5   7.61     0       0
 6 -12.8      0       0
 7 -20.1      0       0
 8 -15.6      0       0
 9 -11.2      0       0
10 -14.2      0       0
# ℹ 633 more rows