{"id":23131265,"url":"https://github.com/zanottipaolo/sms2-timeseries","last_synced_at":"2025-04-04T07:27:46.079Z","repository":{"id":116599915,"uuid":"473377896","full_name":"zanottipaolo/SMS2-TimeSeries","owner":"zanottipaolo","description":"Case Study about hypertension for Statistics 2 exam @ UniBg - Computer Engineering 2021/2022. ","archived":false,"fork":false,"pushed_at":"2022-06-18T12:39:42.000Z","size":1181,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-09T18:35:58.215Z","etag":null,"topics":["matlab","statistics"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zanottipaolo.png","metadata":{"files":{"readme":"README.md","changelog":"NewSud.m","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-03-23T22:27:22.000Z","updated_at":"2022-08-19T10:44:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"d7af28e0-9562-4f43-9504-e61d2674c9ec","html_url":"https://github.com/zanottipaolo/SMS2-TimeSeries","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zanottipaolo%2FSMS2-TimeSeries","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zanottipaolo%2FSMS2-TimeSeries/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zanottipaolo%2FSMS2-TimeSeries/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zanottipaolo%2FSMS2-TimeSeries/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zanottipaolo","download_url":"https://codeload.github.com/zanottipaolo/SMS2-TimeSeries/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247137682,"owners_count":20889911,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["matlab","statistics"],"created_at":"2024-12-17T11:12:28.246Z","updated_at":"2025-04-04T07:27:46.074Z","avatar_url":"https://github.com/zanottipaolo.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Time series analysis  :clock3:\nCase Study about hypertension in Italy from 1990 to 2014.\n\nCheck out our work! :point_down: \u003cbr\u003e\n[Dataset](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/dataset.mat), [Full Report](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/Report.pdf) and [MATLAB Script](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/script.m).\n\n## Dependencies on Matlab\n1. [Mskekur (Mardia test)](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/Mskekur.m)\n2. [TestHet (heteroskedasticity)](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/TestHet.m)\n3. [Statistics and Machine Learning Toolbox]\n4. [Econometrics Toolbox]\n5. [Image Processing Toolbox]\n\n## Part 1\n- [x] Mardia test\n- [x] Moving mean\n- [x] Cross-validation\n- [x] OLS\n- [x] Jarque Bera test\n- [x] Breush-Pagan test\n- [x] Durbin–Watson statistic\n\n## Part 2\n- [x] Monte Carlo method\n- [x] Bootstrap\n- [x] Regressione Dinamica\n- [x] RegArima\n- [x] Dickey–Fuller test\n- [x] Ljung–Box test\n\nMade by:\n- [Federico De Duro](https://github.com/Jfkmdd)\n- [Emanuele Medolago](https://github.com/emedolago)\n- [Paolo Zanotti](https://github.com/zanottipaolo)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzanottipaolo%2Fsms2-timeseries","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzanottipaolo%2Fsms2-timeseries","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzanottipaolo%2Fsms2-timeseries/lists"}