


Prerequisites:  Data Analysis  046193  
or  Machine Learning 2  097209  
or  (  Probability (Ie)  094411  
and  Foundations and Applications of Artificial Intelligence  096210  )  
or  (  Probability (Advanced)  094412  
and  Foundations and Applications of Artificial Intelligence  096210  )  
or  (  Probability (Ie)  094411  
and  Computational Learning Theory  236760  )  
or  (  Probability (Advanced)  094412  
and  Computational Learning Theory  236760  ) 
Semester Previous  Semester information 01/2020 2020/2021 Winter Semester 
Published  Publisher  Authors  Book 

2014  cambridge university press,  morgan, stephen l., and christopher wins  counterfactuals and causal inference 
2009  cambridge university press  pearl, judea.  causality 
2016  john wiley and sons  pearl, judea pearl, judea, madelyn gly  causal inference in statistics: a primer. 
2008  princeton university press  angrist, joshua d., and j rn steffen pi  mostly harmless econometrics: an empiricist's comp 
2015  cambridge university press  imbens, guido w., and donald b. rubin  ausal inference in statistics, social, and biomedical sciences 
Created in 08/03/2021 Time 13:28:19