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cjerzak / fastrerandomize-software

An R Package for Ultra-fast Rerandomization Using Hardware Acceleration
https://arxiv.org/abs/2310.00861
MIT License
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Update Tutorial With New Monte Carlo Functions and Complete VectorizedT2 #12

Open WarrenZhu050413 opened 3 hours ago

WarrenZhu050413 commented 3 hours ago

Tutorial should be updated to reflect the new functionalities of the package

WarrenZhu050413 commented 2 hours ago

Ideally 3 tutorials:

  1. Similar to the agriculture tutorial we have now

  2. Going through a similar synthetic experiment with larger n, and go through the monte_carlo rerandomization scheme to demonstrate the need for both acceleration and the use of monte algorithms. Here since the matrices are larger, we could introduce the approximate matrix inversion too.

  3. Go through a synthetic experiment with larger dimensions, and show that the need for lower acceptance thresholds and herefore higher number of rerandomization increases with the dimensions