saving time, especially within ANOVA, where bootstrapping is much slower compared to e.g. correlation/regression.
Describe the solution you would like
Currently JASP uses only one engine and one CPU core for bootstapping. Parallelize this, if possible within JASP, if not, within the R-Packages we use.
Additional context
This issue will become more pressing when/if we switch our database backend from sqlite to something that can handle more than 1000 columns.
Description
Let bootstrapping use multiple CPU cores
Purpose
especially to handle BIG DATA. Also see older discussions about this, here: https://github.com/jasp-stats/jasp-issues/issues/809 https://github.com/jasp-stats/jasp-issues/issues/1437
Is your feature request related to a problem?
saving time, especially within ANOVA, where bootstrapping is much slower compared to e.g. correlation/regression.
Describe the solution you would like
Currently JASP uses only one engine and one CPU core for bootstapping. Parallelize this, if possible within JASP, if not, within the R-Packages we use.
Additional context
This issue will become more pressing when/if we switch our database backend from sqlite to something that can handle more than 1000 columns.