How can a marketer attribute and apportion outcomes to various causal factors?  2022 latest answers

• How and when should a marketer use AB testing?  

Is it possible to scale such testing across multiple channels and periods?

 What is the ideal approach to integrating marketing mix and attribution with causal levers and experimentation, including field experimentation?