Stats 531 (Winter 2020)
Final projects

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• Projects with source code are posted anonymously on the class webpage. Some projects where issues arose re-running the code are not posted.

• Students can request for their name to be added, after the course is over and the class grades are assigned.

• Students can request for projects with confidential data not to be posted.

• In most cases, source code and data are available from https://github.com/ionides/531w20/tree/master/final_project.

• If building on previous source code, note that there are some differences between versions of the software package pomp. The pomp version 2 upgrade guide can be helpful.

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1. Time Series Analysis on US Tourist Demand after COVID-19

2. Ebola Cases in Guinea

3. Study of COVID-19 data

4. Modeling stochastic growth and volality with Heston model on Google log-returns

5. Volatility Analysis on Apple Stock

6. Flattening the Curve: A Case Study of COVID-19 Spread in Seattle, WA

7. Spread in Gold Prices

8. An Investigation of Coronavirus Spread in the United States Before and During Lockdown, using Regression and an Earlier SIR Flu Model in pomp

9. SEIR Modeling on Interventation Strategies for COVID-19 in Hubei

10. Dengue in Iquitos, Peru

11. POMP modeling for SARS infection in Hong Kong

12. Stochastic volatility of Apple stock

13. DJIA 30 Stock Analysis

14. The Wilshire 5000 Index Time Series Analysis and Modelling

15. Analysis of Pertussis Transmission by SIR model

16. Analysis of SSDOY stock price volatility

17. A POMP Model on Transmission Dynamics of Chickenpox (Varicella) in Michigan

18. Modelling the Spread of Covid-19 in Iceland

19. Are you confident in the company, or are you greedy for the price? A Time Series Sentiment Analysis project

20. POMP Model Analysis with CSI 300 Stock Index

21. Candy Production Index (CPI)

22. Investigation of COVID-19 spreading properties based on SECSDR model

23. Financial Volatility of Facebook Stock

24. A Throughout Analysis on Amazon Stock Price

25. POMP Modeling for COVID-19 in Italy

26. Investigation on NASDAQ Price Volatility

27. Time Series Analysis on Covid-19 in China 2020

28. Modelling the Volatilty of VI

29. Time series analysis of Apple Stock Price

30. Time Series Analysis on Google Search Trend for virus

31. fMRI analysis: Seasonality analysis with Lomb-Scargle algorithm and Dynamic Causal Modeling

32. Using POMP to predict geomagnetic storms

33. Case study on the United States COVID-19 data based on the SEIR model

34. SIR Model on Google Query Search Data

35. Study on the Transmission Dynamics of Varicella in South Korea

36. Analyze Eagle Activity using Hidden Markov Models

37. Study of COVID-19

38. Analysing the Stock of Intel Corporation (INTC) using GARCH and POMP Models

39. Researching on stochastic volatility of Tesla stock price in 2019

40. Financial Volatility Analysis of Alibaba Stock

41. Pomp model fitting for China monthly export value from 1993 to 2018

42. COVID-19 Pomp Model Analysis

43. Stochastic Volatility of Amazon Stock Price

44. Modeling the volatility in USD/CNY exchange rate

45. Study of 1968-1980 Wisconsin Mumps Cases Using POMP

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