Multiple Linear Regression in R

This video provides a simple example of doing multiple linear regression analysis in R.

Topics covered
00:00 What is multiple linear regression?
02:03 Developing Multiple linear regression model in R
05:25 Results and regression equation
06:33 Explanation about summary of the model
11:15 Final model
12:00 Comparing full and reduced model using ANOVA
12:55 ANOVA
14:20 Prediction with confidence interval

R is a free software environment for statistical computing and graphics, and is widely used by both academia and industry. R software works on both Windows and Mac-OS. It was ranked no. 1 in a KDnuggets poll on top languages for analytics, data mining, and data science. RStudio is a user friendly environment for R that has become popular.

[dnyw]

let's take a moment to appreciate this man..he is doing such a great work to educate us 🙏

[HTMANactual]

Your tutorials are the best! You don't leave out any small detail! Thank you for making these!

[katrinasalinas]

Truly thank you from the bottom of my heart. Such a clear and well explained lesson!

[anag]

Your presentation is complete and easy to follow. The calm in your voice makes it easier to understand. I appreciate very much the technic suggested by tacking notes in a Wordpad, it is very useful!! A suggestion... For more in-depth knowledge it would be interesting to add analysis of CI and so on

[naoremanand]

Dear Dr. Rai, I am really thanking you from my whole heart for making these kind of informative tutorials in R. I have been struggling since many days to find a good tutorial on Rstudio. May God bless you. Already subscribed and hoping to see more videos from you..
Regards, Dr. Anand

[shalinisubramanian]

Very lucid and clear . Easily understood by even a beginner.

[rolfjohansen]

When Dr. Bharatendra publish a video, the probability for success is significant!

[netmarketer]

Every time I repeat watching those videos, I really learn something new. Baharat is doing a marvellous work.

[tkrath]

Thank you Dr.Bharatendra. This visual explanation has cleared a lots of ambiguities which I had in regards to MLR. Thanks for sharing the info.

[anggunsausan]

wow! It's easy to follow. You explained it clearly and in an easy way. Thanks a lot! It helps me a lot.

[gayathri.nagarajan]

Thank you so much Sir. I really understood multiple linear regression seeing this specific video of yours. I appreciate all your help to beginners like me.

[hans]

Dear sir,


Your are simply awesome and effortless way of teaching .

[FS-jigk]

Wow you delivered it the easiest way bro. Thnaks Dr.

[pranatim]

The most amazing lessons I have learnt and thanks a ton for the detailed explanation.

[sandurutk]

Very clear explanation! thanks for this video

[singhmanisha]

Very easy to follow...thank you so much.. Where i can get the PDF you have mentioned at the end?

[dwaipayansinha]

Thank you so much! Extremely well explained.

[kindiabattoir]

You are an excellent tutor.
Thank you for saving me time and money.

[seshasaiguna]

Such a precise and clear explanation! Can I take this opportunity and request you to make a video on building multiple linear regression models using train and test data. This will be very helpful. Thank you for your efforts in making us educated.

[dimickoasghary]

Excellent way of teaching. Much appreciated