featurebyte.AssignmentDesign

class AssignmentDesign( )

Description

Specific Assignment design. More granular details inside each Source category.

Possible Values

• SIMPLE-RANDOMIZATION
  Independent randomization of units (standard A/B test)
  
  
• BLOCK-RANDOMIZATION
  Randomization within strata (gender blocks, region blocks)
  
  
• CLUSTER-RANDOMIZATION
  Clusters (stores, schools, users grouped by geography) are randomized
  
  
• STEPPED-WEDGE
  Clusters switch from control→treatment over time in randomized order
  
  
• MATCHED-PAIR
  Paired or matched units randomized within pairs (matched RCT)
  
  
• ENCOURAGEMENT
  Instrumental variable design where random encouragement affects T but not Y directly
  
  
• ADAPTIVE-BANDIT
  Allocation probabilities updated over time based on reward estimates
  
  
• BUSINESS-RULE
  Deterministic rule-based assignment (tiers, thresholds, rollout order)
  
  
• OTHER
  Specific Assignment design. More granular details inside each Source category.