Data frame of run times for logitr benchmark

This data frame contains the run times for a benchmark comparing the relative computation time to estimate a preference space mixed logit model using the following R packages: logitr, mixl, mlogit, gmnl, and apollo. The run times are exported from the Google colab notebook here: https://colab.research.google.com/drive/1vYlBdJd4xCV43UwJ33XXpO3Ys8xWkuxx?usp=sharing

data(runtimes)

Format

Variable	Description
package	Package name.
time_sec	The estimation time in seconds.
numDraws	The number of random draws used during estimation.

Source

This Google colab notebook

Examples

data(runtimes)

head(runtimes)
#> # A tibble: 6 × 3
#>   package         time_sec numDraws
#>   <chr>              <dbl>    <dbl>
#> 1 logitr              2.75       50
#> 2 mixl (1 core)      10.6        50
#> 3 mixl (2 cores)      8.93       50
#> 4 mlogit             11.9        50
#> 5 gmnl               10.6        50
#> 6 apollo (1 core)    17.3        50