Permutation Randomization
Data Randomization
Tests the number in each batch.
Number of QC in each batch.
Formats data
Number of single group in sequence.
Output labels.
permRand: Permutation Randomization
QC Identifiers
Switching Generating Function
Sample groups within batches
Ensures complete sets.
Tests QC matches
Test Dataset
Unique IDs
Provides randomization using permutation for applications. To provide a Quality Control (QC) check, QC samples can be randomized within strata. A second function allows for the ability to ”switch” samples to meet set requirements and perform a certain amount of minimization on these switches. The functions are flexible for users by specifying strata size and number of QC samples per strata. The randomization meets the following requirements • QC sample requirements: QC samples not adjacent, QC samples from same mother must follow certain patterns. • Matched sample sets must be within a single strata, and next to each other.