I read some paper which utilize the Bootstrap algorithm involving sampling and resampling process to characterize confidence interval of measurement. Does anyone who can provide me the matlab code? Thank you for help.
There are multiple packages already programed in R. I recommend that you Google Bootstrap packages in R and go from there. Best, David Booth
Bootstrapping itself is fairly simple, so if you understand the basic concept (see e.g. https://thepsychologist.bps.org.uk/volume-22/edition-5/methods-giving-your-data-bootstrap for a quick and easy-to-read explanation) it's quite straightforward to program your own loop or function to do it with a simple dataset. Things can get more challenging with more complicated designs (e.g., if you have repeated measures you might have to deal with cluster bootstrap or something like that, which is tractable but gets more complicated, to the point it's easier to work with packages other people have already designed for it).
- Badges
- Science topic