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welcome to the online causal inference seminar today were excited to have stephen bates from uc berkeley who will talk about causal inference in genetic trial studies and this is trying to work with emanuel candice mateo cesia and chiara sabati he will stop from time to time to take your questions so please submit them via q a after his talk well have a discussion by jingu and sao from the university of cambridge questions today will be handled by guillaume so im now quickly switching over to him thank you dominique um so this week we dont have a collaborator who will be answering questions in the q a so um we will ask them directly to stephen when he pauses so please ask questions there well select a few of them and i will ask you to raise your hand if your question is selected and i will then mute you so please do not raise your hand unless ive asked you to do so all right thats it for me stephen feel free to start whenever youre ready great let me thanks my screen all right