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stat.ML2023
The impact of heteroskedasticity on uplift modeling
Björn Bokelmann, Stefan Lessmann
There are various applications, where companies need to decide to which individuals they should best allocate treatment. To support such decisions, uplift models are applied to pre…
stat.AP2023
Predictive modeling for limited distributed targets
Björn Bokelmann, Stefan Lessmann
Many forecasting applications have a limited distributed target variable, which is zero for most observations and positive for the remaining observations. In the econometrics liter…