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CUPED paper - Coggle Diagram
CUPED paper
CUPED in practice
4.1 Selecting covariates
4.2 Handling missing pre-experiment data
4.3 Beyond pre-experiment data
4.4 Handling Non-User metrics
Introduction
Increase experiment sensitivity
Reduce metric variability
Pre-experiment data
Background and related work
2.1 Analyzing experiment
2.2 Linear models
2.3 Semi-Parametric Models
Variance reduction
3.1 Stratification
3.1.1 Stratification in simulation
3.1.2 Stratification in Online experimentation
3.2 Control variates
3.2.1 Control variates in simulation
3.2.2 Control variates in Online Experimentations
3.3 Connection between stratification and control variates
Empirical results
5.1 Slowdown experiment in Bing
5.2 Factors Affecting CUPED effectiveness
5.2.1 Covariates
5.2.2 Lengths of experiment and pre-experiment
5.2.3 Metric of interest
5.3 Waning on using pose-triggering data
Conclusions