Added new wish list items for subsample balancing and bootstrap sampling.
Subsample balance
The data subsampling done for csv.fit option max_fit has an issue where data is balanced by node and sex but may not be balanced correctly by sex, which can result in large amounts of data not being subsampled properly.
Bootstrap sampling
In addition to the asymptotic and simulate methods for generating prediction samples, implement a new bootstrap based method.
Changes
Added new wish list items for subsample balancing and bootstrap sampling.
Subsample balance
The data subsampling done for csv.fit option
max_fithas an issue where data is balanced by node and sex but may not be balanced correctly by sex, which can result in large amounts of data not being subsampled properly.Bootstrap sampling
In addition to the
asymptoticandsimulatemethods for generating prediction samples, implement a new bootstrap based method.