I am having a bit of trouble understanding Bootstrapping and what/how I can manipulate the bootstrap created dataset.
This is all in R
My original dataset is structured like this:
Time Animal_ID Treatment Volume 0 1 Control 1 2 1 Control 2 4 1 Control 6 0 2 T1 6 2 2 T1 6 4 2 T1 8 0 3 T2 21 2 3 T2 7 4 3 T2 8 0 4 T3 4 2 4 T3 3 4 4 T3 2
I am going to compute a Z-score,mean, and median statistic on the bootstrap generated data sets which is something I can do in the function. However, What I really need as a proof of concepts is a way to extract my bootstrap generated data sets into individual data frames or write them as excel files.
To clarify, I want to showcase a simple example of the statistic I am performing so if I create 5 bootstrap data sets I would need a way to explore them like they were unique individual data sets. I would need to show that this works in concept when looking at R=5 and then I would be able to confidently expand this to R = 100 no extraction required.
Does anyone know how to accomplish this? Or if there are other alternative?