•1 min read•from Towards Data Science
Your AI Adoption Lift Is a Selection Effect
A practitioner's guide to estimating what an opt-in AI feature actually did, when nobody randomized it.
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Tagged with
#AI Adoption
#Selection Effect
#Opt-in Feature
#Lift Estimation
#Randomization
#Practitioner's Guide
#Data Science
#AI Feature
#Estimating Impact
#Causal Inference
#Experiment Design
#Statistical Analysis
#A/B Testing
#Bias
#Machine Learning
#Feature Rollout
#Post-hoc Analysis
#Observational Data
#Control Group
#Performance Measurement