{"action":"created","issue":{"url":"https://api.github.com/repos/pymc-devs/pymc3/issues/712","labels_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/712/labels{/name}","comments_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/712/comments","events_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/712/events","html_url":"https://github.com/pymc-devs/pymc3/pull/712","id":80359201,"number":712,"title":"Missing values imputation implementation","user":{"login":"jsalvatier","id":270513,"avatar_url":"https://avatars.githubusercontent.com/u/270513?v=3","gravatar_id":"","url":"https://api.github.com/users/jsalvatier","html_url":"https://github.com/jsalvatier","followers_url":"https://api.github.com/users/jsalvatier/followers","following_url":"https://api.github.com/users/jsalvatier/following{/other_user}","gists_url":"https://api.github.com/users/jsalvatier/gists{/gist_id}","starred_url":"https://api.github.com/users/jsalvatier/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jsalvatier/subscriptions","organizations_url":"https://api.github.com/users/jsalvatier/orgs","repos_url":"https://api.github.com/users/jsalvatier/repos","events_url":"https://api.github.com/users/jsalvatier/events{/privacy}","received_events_url":"https://api.github.com/users/jsalvatier/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":10,"created_at":"2015-05-25T02:57:29Z","updated_at":"2015-05-28T20:58:44Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/712","html_url":"https://github.com/pymc-devs/pymc3/pull/712","diff_url":"https://github.com/pymc-devs/pymc3/pull/712.diff","patch_url":"https://github.com/pymc-devs/pymc3/pull/712.patch"},"body":"Right now I have missing values having a pior distribution from `NoDistribution`, which is a little weird to me, but it seems to fit naturally. Thoughts?\r\n\r\nAlso need to implement pandas missing values still."},"comment":{"url":"https://api.github.com/repos/pymc-devs/pymc3/issues/comments/106596561","html_url":"https://github.com/pymc-devs/pymc3/pull/712#issuecomment-106596561","issue_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/712","id":106596561,"user":{"login":"fonnesbeck","id":81476,"avatar_url":"https://avatars.githubusercontent.com/u/81476?v=3","gravatar_id":"","url":"https://api.github.com/users/fonnesbeck","html_url":"https://github.com/fonnesbeck","followers_url":"https://api.github.com/users/fonnesbeck/followers","following_url":"https://api.github.com/users/fonnesbeck/following{/other_user}","gists_url":"https://api.github.com/users/fonnesbeck/gists{/gist_id}","starred_url":"https://api.github.com/users/fonnesbeck/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fonnesbeck/subscriptions","organizations_url":"https://api.github.com/users/fonnesbeck/orgs","repos_url":"https://api.github.com/users/fonnesbeck/repos","events_url":"https://api.github.com/users/fonnesbeck/events{/privacy}","received_events_url":"https://api.github.com/users/fonnesbeck/received_events","type":"User","site_admin":false},"created_at":"2015-05-28T20:58:44Z","updated_at":"2015-05-28T20:58:44Z","body":"I see what you mean. Yes, this kind of additional information is available if there are additional (non-missing) covariates that would have been thrown out if the data were not imputed (the imputed values cannot add information).\r\n\r\nAt any rate, I have a nice little dataset with missing values that a good example can be built around. I am just getting permission from the data's owners, and then I will pass it along."}}