Randomized Probability Integral Transform
Fill the jumps of a discrete CDF with an auxiliary uniform variable to obtain a uniform transform.
Free theory articleFill the jumps of a discrete CDF with an auxiliary uniform variable to obtain a uniform transform.
Concept & interpretation
Fill the jumps of a discrete CDF with an auxiliary uniform variable to obtain a uniform transform.
Experiment
Try the following steps to observe the uniformization:
- Set Weight 0 to 1, Weight 1 to 2, and Weight 2 to 1.
- Set Observed atom to 1.
- Set Auxiliary quarters to 2.
- Set CDF probe quarters to 2.
- Observe the transformation filling the discrete jumps.
Explore more at https://riano.app/module/randomized-probability-integral-transform.