I don't expect a linear function or a quadratic function can model the real world perfectly. Thanks for commenting on the toy project. I look forward to your insightful posts.
If you just do this as a school project, then you have done a good job. On the other hand, if you are doing real research, then you have to meet the current standard. The editor can refuse to send your paper out to peel review.
Until 10 or 15 years ago, your method is up to standard. However, in the past 10 to 15 years, big data took over the whole world if you are using statistical data approach.
The following are some of the stuff in just one email in my Inbox:
Coming to Grips with COVID-19’s Data Quality Challenges
The COVID-19 pandemic is generating enormous amounts of data. Large amounts of data about infection rates, hospital admissions, and deaths per 100,000 are available with ... Read more...
Localized Models Give Hospitals Flexibility in COVID-19 Response
Hospitals have been re-allocating resources and delaying elective surgeries in anticipation of a surge in COVID-19 patients over the past month. That surge didn’t materialize in most locations, and now, as the number of COVID-19 patients nationally begins to peak, hospitals are... Read more...
More Free Software Offered in Response to COVID-19
Organizations researching treatments for the novel coronavirus have an abundance of software and services at their disposal, including a range of additional offerings that analytics vendors are ... Read more...
You can see that there are a lot of efforts here. You have to be competitive because people do not have the time to read all those research results.
燉炳強武漢茶2020-05-06 21:53:36
塔吉克真係
HaHaHello2020-05-06 22:15:42
More relevant articles in the same email I have just mentioned:
New COVID-19 Model Shows Peak Scenarios for Your State
The United States is waiting with bated breath to see its crucial coronavirus curves – daily cases, hospitalizations, and deaths – flatten, peak, and begin to decrease. Read more...
Cal State LA Introduces COVID-19 Dashboard, AI-Powered Mortality Risk Prediction Tool
COVID-19 is producing a deluge of data, from cases and hospitalizations to ventilator supplies and protein forms. Researchers at Cal State LA are leveraging that data, producing two tools. Read more...
COVID-19 Roundup: Apple, Palantir, Rolls-Royce & More
As the COVID-19 pandemic sweeps the globe, big data and AI have emerged as crucial tools for everything from diagnosis and epidemiology to therapeutic and vaccine development. Read more...
So, in just one email, there are 6 research results need to be read. The whole world just into the research of Covid-19. It is just too busy to read, work and write.
I told you earlier that one should use 7-day moving average earlier today. Now, Worldometers has changed from using 3-day moving average to 7-day moving average.
Hmm, I just found it interesting to model the pandemic data. So, watched a few video from YouTube, read a few articles, and started trying in Excel.
However, at some point, I found that it is more interesting to explore features in Excel. The model is now a by-product. There are a lot of manual work at the moment. It would be great I could automate most parts of it in Excel without writing code. It might or might not be possible but it's just fun.
Big data might be a better tool for data modeling but it is not for me right now.
P.S.: Thanks for sharing what the research community is doing. 獲益良多