1

I am going to pursue my PhD in Data Science. My BS and MS degrees are in Mathematics. I would like to learn some self-paced statistics online courses to make my PhD journey more comfortable. I never took any undergrad/grad courses on time series, and regression analysis. I was wondering if you could tell me some good online resources (video lectures) about time series, and regression analysis. I sincerely appreciate your favor.

kjetil b halvorsen
  • 63,378
  • 26
  • 142
  • 467
Hasibul
  • 1
  • 2
  • 1
    There are many similar Questions on this site. Have a look at https://stats.stackexchange.com/questions/9667/learning-material-about-time-series, https://stats.stackexchange.com/questions/68601/looking-for-a-mathematical-book-on-probability-and-statistics, https://stats.stackexchange.com/questions/27553/the-reference-book-for-statistics-with-r-does-it-exist-and-what-should-it-cont, ... but starting out you should not only focus on web material. And also, download, install, learn R! Find a good data analysis project. – kjetil b halvorsen Jul 06 '19 at 19:36
  • 1
    I am mostly looking for video lectures! – Hasibul Jul 23 '19 at 05:59

2 Answers2

1

I recommend looking into Econometrics. Its essentially applied data analysis that focusses heavily on regression analysis. You should probably start by using R as the above comment mentioned. There is a free online course available that works you through a few basic examples with in browser programming.

Brennan
  • 438
  • 5
  • 12
0

I can highly recommend ( shamelessly since I wrote it !) https://autobox.com/pdfs/regvsbox-old.pdf which focuses on some of the differences between cross-sectional regression analysis and the more frequent time-series regression analysis.

IrishStat
  • 27,906
  • 5
  • 29
  • 55