https://github.com/zanottipaolo/sms2-timeseries
Case Study about hypertension for Statistics 2 exam @ UniBg - Computer Engineering 2021/2022.
https://github.com/zanottipaolo/sms2-timeseries
matlab statistics
Last synced: about 1 year ago
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Case Study about hypertension for Statistics 2 exam @ UniBg - Computer Engineering 2021/2022.
- Host: GitHub
- URL: https://github.com/zanottipaolo/sms2-timeseries
- Owner: zanottipaolo
- Created: 2022-03-23T22:27:22.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2022-06-18T12:39:42.000Z (about 4 years ago)
- Last Synced: 2025-02-09T18:35:58.215Z (over 1 year ago)
- Topics: matlab, statistics
- Language: MATLAB
- Homepage:
- Size: 1.13 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: NewSud.m
Awesome Lists containing this project
README
# Time series analysis :clock3:
Case Study about hypertension in Italy from 1990 to 2014.
Check out our work! :point_down:
[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).
## Dependencies on Matlab
1. [Mskekur (Mardia test)](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/Mskekur.m)
2. [TestHet (heteroskedasticity)](https://github.com/zanottipaolo/SMS2-CaseStudy/blob/main/TestHet.m)
3. [Statistics and Machine Learning Toolbox]
4. [Econometrics Toolbox]
5. [Image Processing Toolbox]
## Part 1
- [x] Mardia test
- [x] Moving mean
- [x] Cross-validation
- [x] OLS
- [x] Jarque Bera test
- [x] Breush-Pagan test
- [x] Durbin–Watson statistic
## Part 2
- [x] Monte Carlo method
- [x] Bootstrap
- [x] Regressione Dinamica
- [x] RegArima
- [x] Dickey–Fuller test
- [x] Ljung–Box test
Made by:
- [Federico De Duro](https://github.com/Jfkmdd)
- [Emanuele Medolago](https://github.com/emedolago)
- [Paolo Zanotti](https://github.com/zanottipaolo)