featurebyte.TreatmentTimeStructure

class TreatmentTimeStructure( )

Description

Detailed Treatment Time Structure. Determines modeling strategy.

Possible Values

• NONE
  No meaningful temporal structure; single snapshot
  
  
• INSTANTANEOUS
  Single assignment at a single timepoint (classic A/B test)
  
  
• LONGITUDINAL
  Multiple treatment decisions per unit over time
  
  
• SEQUENTIAL-ADOPTION
  Non-random rollout over time (regions launched in fixed order)
  
  
• STAGGERED-RANDOMIZED-ADOPTION
  Randomized adoption time (stepped-wedge RCT)
  
  
• BANDIT-ADAPTIVE
  Assignment policy updates based on past outcomes
  
  
• CONTINUOUS-TIME
  Treatment varies continuously with time (process-based exposure)