{"action":"created","issue":{"url":"https://api.github.com/repos/SixiangHu/DataMan/issues/29","labels_url":"https://api.github.com/repos/SixiangHu/DataMan/issues/29/labels{/name}","comments_url":"https://api.github.com/repos/SixiangHu/DataMan/issues/29/comments","events_url":"https://api.github.com/repos/SixiangHu/DataMan/issues/29/events","html_url":"https://github.com/SixiangHu/DataMan/issues/29","id":123316312,"number":29,"title":"Model tests","user":{"login":"SixiangHu","id":10284639,"avatar_url":"https://avatars.githubusercontent.com/u/10284639?v=3","gravatar_id":"","url":"https://api.github.com/users/SixiangHu","html_url":"https://github.com/SixiangHu","followers_url":"https://api.github.com/users/SixiangHu/followers","following_url":"https://api.github.com/users/SixiangHu/following{/other_user}","gists_url":"https://api.github.com/users/SixiangHu/gists{/gist_id}","starred_url":"https://api.github.com/users/SixiangHu/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/SixiangHu/subscriptions","organizations_url":"https://api.github.com/users/SixiangHu/orgs","repos_url":"https://api.github.com/users/SixiangHu/repos","events_url":"https://api.github.com/users/SixiangHu/events{/privacy}","received_events_url":"https://api.github.com/users/SixiangHu/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2015-12-21T16:54:46Z","updated_at":"2015-12-24T11:48:49Z","closed_at":null,"body":"Some tests can be used from `RegressionTestsInterface` in `fRegression` package:\r\n- [ ] \"bg\" Breusch–Godfrey test for higher order serial correlation,\r\n- [ ] \"dw\" Durbin–Watson test for autocorrelation of disturbances,\r\n- [ ] \"harv\" Harvey–Collier test for linearity,\r\n- [ ] \"rain\" Rainbow test for linearity, and\r\n- [ ] \"reset\" Ramsey’s RESET test for functional relation.\r\n\r\nFor regression (linear) residual test (because of the assumption that the variance must be constant)\r\n- [ ] \"bp\" Breusch–Pagan test for heteroskedasticity,\r\n- [ ] \"gq\" Goldfeld–Quandt test for heteroskedasticity,\r\n- [ ] \"hmc\" Harrison–McCabe test for heteroskedasticity,\r\n\r\nhttps://cran.r-project.org/web/packages/fRegression/fRegression.pdf"},"comment":{"url":"https://api.github.com/repos/SixiangHu/DataMan/issues/comments/167098769","html_url":"https://github.com/SixiangHu/DataMan/issues/29#issuecomment-167098769","issue_url":"https://api.github.com/repos/SixiangHu/DataMan/issues/29","id":167098769,"user":{"login":"SixiangHu","id":10284639,"avatar_url":"https://avatars.githubusercontent.com/u/10284639?v=3","gravatar_id":"","url":"https://api.github.com/users/SixiangHu","html_url":"https://github.com/SixiangHu","followers_url":"https://api.github.com/users/SixiangHu/followers","following_url":"https://api.github.com/users/SixiangHu/following{/other_user}","gists_url":"https://api.github.com/users/SixiangHu/gists{/gist_id}","starred_url":"https://api.github.com/users/SixiangHu/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/SixiangHu/subscriptions","organizations_url":"https://api.github.com/users/SixiangHu/orgs","repos_url":"https://api.github.com/users/SixiangHu/repos","events_url":"https://api.github.com/users/SixiangHu/events{/privacy}","received_events_url":"https://api.github.com/users/SixiangHu/received_events","type":"User","site_admin":false},"created_at":"2015-12-24T11:48:49Z","updated_at":"2015-12-24T11:48:49Z","body":"Just realise that many of the model tests here are for linear regression as oppose for more wider statistical method.  Hence may delay the implementation of those tests."}}