This is a university senior level paper. The topic is about regression analysis and I put the project proposal below and you can see the guideline what would like to see on paper below too.
Regression analysis is used in various ways in various fields. In recent years, with the advent of smart devices, human beings have become able to accumulate and process more data, so regression analysis has become more popular. It is used in various names; data science, big data, artificial intelligence, machine learning and so on. We trust the conclusions obtained through this analysis and this conclusion serves as a compass for our decisions. However, this conclusion has limitations and I would like to discuss these limitations through this project.
what i would appreciate if i see these from the paper:
– the popularity of regression analysis from the real world. like big data, data mining…
– the strengths of this analysis, why it is popular now and why now compared to the past?
– the limitations of this analysis. for example, causation versus correlation, in-data versus outside of data…etc
– how to mitigate the limitations