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foreign yeah Ive been telling a few people today that this is only my second talk since 2020. I really didnt do any Zoom talks uh so this has been the opportunity for me to to try and finish a project before coming to give the talk and so Ive been this is relatively fresh stuff I havent put anything up on the archive yet um and havent finished implementing everything but nevertheless I hope to to tell you a little bit about it so this this talk um has random feels in it uh and its going to have some selective inference in it and this sort of closes the loop on some of uh my work from the last decade to the previous decades so as a graduate student I started random Fields under the null hypothesis like signal detection scan statistics and in the last 10 years or so Ive been interested in sort of not under the no like confidence intervals in when you use the data to select the model so this this talk is trying to kind of close the loop Ive always said theres a lot of connections