how to deal with data redundancy problem in bootstrapping?
Sigiloso
I believe they are asking you to explain Blocked Bootstrapping or Circular Blocked Boostrapping. These are often used in a time series setting to ensure that you retain any auto-correlation within a stationary series. Since you are re-sampling entire blocks of data in each boot strapped replication, you would get drastically reduced redundancy. Hope this helps :)