{"action":"created","issue":{"url":"https://api.github.com/repos/statsmodels/statsmodels/issues/1433","labels_url":"https://api.github.com/repos/statsmodels/statsmodels/issues/1433/labels{/name}","comments_url":"https://api.github.com/repos/statsmodels/statsmodels/issues/1433/comments","events_url":"https://api.github.com/repos/statsmodels/statsmodels/issues/1433/events","html_url":"https://github.com/statsmodels/statsmodels/pull/1433","id":28348513,"number":1433,"title":"WIP/BUG: fixed ProbPlot class and tests to work with general distributions","user":{"login":"phobson","id":1163939,"avatar_url":"https://avatars.githubusercontent.com/u/1163939?v=3","gravatar_id":"","url":"https://api.github.com/users/phobson","html_url":"https://github.com/phobson","followers_url":"https://api.github.com/users/phobson/followers","following_url":"https://api.github.com/users/phobson/following{/other_user}","gists_url":"https://api.github.com/users/phobson/gists{/gist_id}","starred_url":"https://api.github.com/users/phobson/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/phobson/subscriptions","organizations_url":"https://api.github.com/users/phobson/orgs","repos_url":"https://api.github.com/users/phobson/repos","events_url":"https://api.github.com/users/phobson/events{/privacy}","received_events_url":"https://api.github.com/users/phobson/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/statsmodels/statsmodels/labels/comp-graphics","name":"comp-graphics","color":"ededed"},{"url":"https://api.github.com/repos/statsmodels/statsmodels/labels/PR","name":"PR","color":"eb6420"},{"url":"https://api.github.com/repos/statsmodels/statsmodels/labels/type-enh","name":"type-enh","color":"99ffff"},{"url":"https://api.github.com/repos/statsmodels/statsmodels/labels/type-refactor","name":"type-refactor","color":"fbca04"}],"state":"open","locked":false,"assignee":null,"milestone":{"url":"https://api.github.com/repos/statsmodels/statsmodels/milestones/7","labels_url":"https://api.github.com/repos/statsmodels/statsmodels/milestones/7/labels","id":756183,"number":7,"title":"0.7","description":"","creator":{"login":"josef-pkt","id":440735,"avatar_url":"https://avatars.githubusercontent.com/u/440735?v=3","gravatar_id":"","url":"https://api.github.com/users/josef-pkt","html_url":"https://github.com/josef-pkt","followers_url":"https://api.github.com/users/josef-pkt/followers","following_url":"https://api.github.com/users/josef-pkt/following{/other_user}","gists_url":"https://api.github.com/users/josef-pkt/gists{/gist_id}","starred_url":"https://api.github.com/users/josef-pkt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/josef-pkt/subscriptions","organizations_url":"https://api.github.com/users/josef-pkt/orgs","repos_url":"https://api.github.com/users/josef-pkt/repos","events_url":"https://api.github.com/users/josef-pkt/events{/privacy}","received_events_url":"https://api.github.com/users/josef-pkt/received_events","type":"User","site_admin":false},"open_issues":121,"closed_issues":19,"state":"open","created_at":"2014-08-16T23:51:52Z","updated_at":"2015-01-09T15:49:48Z","due_on":null,"closed_at":null},"comments":31,"created_at":"2014-02-26T16:44:08Z","updated_at":"2015-01-09T19:45:28Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/statsmodels/statsmodels/pulls/1433","html_url":"https://github.com/statsmodels/statsmodels/pull/1433","diff_url":"https://github.com/statsmodels/statsmodels/pull/1433.diff","patch_url":"https://github.com/statsmodels/statsmodels/pull/1433.patch"},"body":"Unsurprisingly, most of what I did to get this point was to simplify things.\r\n\r\n[Here's a notebook](http://nbviewer.ipython.org/gist/phobson/24904a4a765b5d74dc5e) showing how things are working so far. It shows off creating `ProbPlot` objects with three different distributions:\r\n 1. Lognormal\r\n 1. beta\r\n 1. t\r\n 1. normal\r\n\r\nIt also creates the object three different ways:\r\n 1. Simple: provide data, unfrozen distribution, minimal distribution parameters (`distargs`)\r\n 1. More specific: provide data, frozen distribution, minimal distribution parameters (`distargs`)\r\n 1. \"Automatic\": provide data, unfrozen distribution, tell the class to fit the distribution\r\n\r\nNot all the plots are perfect. But we're getting close.\r\n\r\n - [x] Add option to use `ax.step` instead of `ax.plot`\r\n - [x] confirm that `distargs` are not needed with a frozen distribution\r\n - [x] look into the \"binary\" nature of `t` probplots when `fit=False`\r\n - [x] beef up the testing and examples for the `qqlines`\r\n\r\n[Updated notebook](http://nbviewer.ipython.org/gist/phobson/24904a4a765b5d74dc5e)"},"comment":{"url":"https://api.github.com/repos/statsmodels/statsmodels/issues/comments/69387874","html_url":"https://github.com/statsmodels/statsmodels/pull/1433#issuecomment-69387874","issue_url":"https://api.github.com/repos/statsmodels/statsmodels/issues/1433","id":69387874,"user":{"login":"josef-pkt","id":440735,"avatar_url":"https://avatars.githubusercontent.com/u/440735?v=3","gravatar_id":"","url":"https://api.github.com/users/josef-pkt","html_url":"https://github.com/josef-pkt","followers_url":"https://api.github.com/users/josef-pkt/followers","following_url":"https://api.github.com/users/josef-pkt/following{/other_user}","gists_url":"https://api.github.com/users/josef-pkt/gists{/gist_id}","starred_url":"https://api.github.com/users/josef-pkt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/josef-pkt/subscriptions","organizations_url":"https://api.github.com/users/josef-pkt/orgs","repos_url":"https://api.github.com/users/josef-pkt/repos","events_url":"https://api.github.com/users/josef-pkt/events{/privacy}","received_events_url":"https://api.github.com/users/josef-pkt/received_events","type":"User","site_admin":false},"created_at":"2015-01-09T19:45:28Z","updated_at":"2015-01-09T19:45:28Z","body":"description has twice the link to old notebook with incorrect lognormal plots\r\nnotebook from comment above https://github.com/statsmodels/statsmodels/pull/1433#issuecomment-57115512\r\nlooks better"}}