{"action":"created","issue":{"url":"https://api.github.com/repos/pymc-devs/pymc3/issues/930","labels_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/930/labels{/name}","comments_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/930/comments","events_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/930/events","html_url":"https://github.com/pymc-devs/pymc3/pull/930","id":125776499,"number":930,"title":"Added new example: Model Selection using DIC and WAIC","user":{"login":"jonsedar","id":708325,"avatar_url":"https://avatars.githubusercontent.com/u/708325?v=3","gravatar_id":"","url":"https://api.github.com/users/jonsedar","html_url":"https://github.com/jonsedar","followers_url":"https://api.github.com/users/jonsedar/followers","following_url":"https://api.github.com/users/jonsedar/following{/other_user}","gists_url":"https://api.github.com/users/jonsedar/gists{/gist_id}","starred_url":"https://api.github.com/users/jonsedar/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jonsedar/subscriptions","organizations_url":"https://api.github.com/users/jonsedar/orgs","repos_url":"https://api.github.com/users/jonsedar/repos","events_url":"https://api.github.com/users/jonsedar/events{/privacy}","received_events_url":"https://api.github.com/users/jonsedar/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2016-01-09T19:23:34Z","updated_at":"2016-01-10T12:25:34Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/pymc-devs/pymc3/pulls/930","html_url":"https://github.com/pymc-devs/pymc3/pull/930","diff_url":"https://github.com/pymc-devs/pymc3/pull/930.diff","patch_url":"https://github.com/pymc-devs/pymc3/pull/930.patch"},"body":"New Notebook example for basic model selection.\r\n\r\nCreates two toy datasets under linear and quadratic models, and then tests the fit of a range of polynomial linear models upon those datasets using DIC and WAIC. See Notebook for details.\r\n\r\nThis is fairly basic and I feel would benefit from more detail, particularly for Bayes Factor comparison work. Would be good to get @twiecki and or @AustinRochford involved.\r\n\r\nThe notebook also shows more examples of using the glm submodule and some posterior predictive plotting that I might try to bung into mcmcplotlib if anyone thinks it might be useful.\r\n\r\nAlso updated mkdocs"},"comment":{"url":"https://api.github.com/repos/pymc-devs/pymc3/issues/comments/170341001","html_url":"https://github.com/pymc-devs/pymc3/pull/930#issuecomment-170341001","issue_url":"https://api.github.com/repos/pymc-devs/pymc3/issues/930","id":170341001,"user":{"login":"twiecki","id":674200,"avatar_url":"https://avatars.githubusercontent.com/u/674200?v=3","gravatar_id":"","url":"https://api.github.com/users/twiecki","html_url":"https://github.com/twiecki","followers_url":"https://api.github.com/users/twiecki/followers","following_url":"https://api.github.com/users/twiecki/following{/other_user}","gists_url":"https://api.github.com/users/twiecki/gists{/gist_id}","starred_url":"https://api.github.com/users/twiecki/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/twiecki/subscriptions","organizations_url":"https://api.github.com/users/twiecki/orgs","repos_url":"https://api.github.com/users/twiecki/repos","events_url":"https://api.github.com/users/twiecki/events{/privacy}","received_events_url":"https://api.github.com/users/twiecki/received_events","type":"User","site_admin":false},"created_at":"2016-01-10T12:25:33Z","updated_at":"2016-01-10T12:25:33Z","body":"I'm pretty sure that it was me :)\nOn Jan 10, 2016 12:34, \"Jonathan Sedar\" <notifications@github.com> wrote:\n\n> Yeah, strange one that. May have been me, not sure! Anyhow, I've rebased\n> and pushed, lets see if this one works :)\n>\n> —\n> Reply to this email directly or view it on GitHub\n> <https://github.com/pymc-devs/pymc3/pull/930#issuecomment-170337296>.\n>\n"}}