Sample simulated data for logistic regression exposure-response models with covariates.

Usage

lr_data

Format

A data frame with columns:

id: Identifier
dose: Nominal dose, units not specified
exposure: Exposure value, units and metric not specified
quartile: Exposure quartile, with placebo group separate
response: Continuous response value (units not specified)
sex: Sex

Details

This simulated dataset is entirely synthetic You can find the data generating code in the package source code

Examples

lr_data
#> # A tibble: 300 × 6
#>       id  dose exposure quartile response sex   
#>    <int> <dbl>    <dbl> <fct>       <dbl> <fct> 
#>  1     1   100    148.  Q3              1 Male  
#>  2     2   100     79.7 Q1              1 Male  
#>  3     3   200    212.  Q3              1 Male  
#>  4     4   200    236.  Q3              0 Female
#>  5     5     0      0   Placebo         1 Female
#>  6     6   200     71.0 Q1              1 Male  
#>  7     7   100    173.  Q3              1 Male  
#>  8     8   100    123.  Q2              0 Female
#>  9     9     0      0   Placebo         0 Male  
#> 10    10   200    165.  Q3              1 Male  
#> # ℹ 290 more rows