Andy, Rosa: workflow Jason, Celia: - impact of multiple impuation (systematic bias) - multiverse analysis () - including and excluding unit of analysis shift model and change ui? - randomization effect in simulation-testing: exchangability ## Hierarchical model application Arya : - leverage point in unit vs district (school mng strategy) - estimation help us **identify conditions** for district-level >> school-level (using estimation to ) cathy: - identify proper allocation of policies to discourage fradulent behavior - ## identifiability and value of data Alban: - target variable design based on first step optimization (how should we spend our time for data collection) - min number of target variable to estimate ## incorporating soft ideas in modeling - qualitative (positive slope) trend - proxy variables