Statistics 101: Multiple Linear Regression, The Very Basics 📈

What if you have more than one independent variable? In this video we review the very basics of Multiple Regression. It is assumed that you are comfortable with Simple Linear Regression. If not, please review my playlist on that topic. Keep on learning!
My playlist table of contents, Video Companion Guide PDF documents, and file downloads can be found on my website: www.bcfoltz.com
#statistics #regression #machinelearning

[@ellaluzpicavet]

I am only 3 minutes in and you've already helped me more than my stats teacher can in 2 hours

[@JackIsNotInTheBox]

Sameee

[@qixue2148]

I felt the same! So why our stat teachers are not so helpful?

[@leonardodvjovick4260]

uau, big suprise

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Kudos to that!

[@marco1997803]

same

[@navghimire6377]

Your teaching is slow, steady, and with examples from real world. It is easy to understand and use in day to day school work or research work. They are interesting to watch without any disruption. Thank you for putting these videos in the YOU TUBE. I have gone through several of your statistics videos and these are the best videos in statistics out there. I recommend students and professors to watch these video in statistics than other videos.

[@brettruss3359]

Brandon, I watched all your video playlist on simple linear regression, multiple linear regression, and ANOVA. I took my final for my college class STA3032 Statistics for engineers and scientist and I got a freaking 95%! This was by far my highest score and I really feel that your quality content was a huge part in my success. Thank you very much for being amazing.

[@BrandonFoltz]

Hi Brett! Thank you so much for your kind words. 🙏 I appreciate you taking the time to watch. That being said my friend YOU did all the hard work. Please treat yourself so something nice! Great job! 👊💪

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[@BrandonFoltz]

Heaven goes to the learners! But thank you for putting in a good word :D

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Man you don't know how many lives you're saving. I am extremely grateful for you thank you 🙏

[@lisegrigsbys8488]

I appreciate your videos so much, because I have been near tears trying to understand this stuff

[@jambo8811664]

after a lot of nervous breakdowns about regressions, finally someone really knows how to explain it. Can't thank you enough.

[@leajimvillanueva1215]

amazing way of explaining something that has my brains bleeding out of my nose and ears for sometime now. thank you very much for taking time to do this video bradon

[@BrandonFoltz]

My latest Statistics 101 video is now up and running on KZbin just in time for finals. :) Feel free to share. Thanks for watching!

[@NaveenReddy-jt3zb]

you are awesome man ,no one can expect better explanation than this.. Hats off .

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+Brandon Foltz Thanks a lot!

[@sayanmukherjee8905]

The error term isn't assumed to be 0, the expected value of the error term is 0!

[@erikavadopalas2309]

Thank you, your videos are very helpful. You explain concepts clearly, much appreciated.

[@laihongyuan3680]

Hi, would you please make a video for heteroskedasticity? how to detect it and correct etc.. My lecturer sucks..

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Thanks a lot for your videos - they are absolutely helpful! For me they helped me through statistics from the very beginning. I really appreciate that you do all this for the *struggelers* around the world for free ... Thank you so very much!

[@genoaocchipinti8910]

I've shared these videos with my classmates. I love the visuals and explanations of how to look at these models and think about this type of variability. Thanks for your expertise!

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Brandon, every time I feel overwhelmed when trying to conduct tests in SPSS and analyze the results I go back to your videos for support. I have lots of good textbooks but there is no one who can hold a candle to you when it comes to explaining stats and statistical procedures in a clear, simple and above all encouraging way. THANK YOU!

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9 years later and your videos are still saving lives 🙂. I was almost losing my mind but you just made it look like Statistics is not bad after all. Thank you Brandon 🙂

[@Occupytoday]

Simple, clear, straightforward and with perfect examples. Big thank you

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Thank you so much Brandon. I had started considering dropping from my quantitative research methods class. After discovering these videos I have become once again hopeful. When you have good teacher there are not difficult subjects :-)

[@wenwen9041]

This is soooooo helpful for me now. I am glad that this kind of real knowledge can be found on youtube. Thank you Brandon!

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This is by far the most clear explanation on multiple regression i've ever encountered - thank you for this video

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This content is simply amazing. Better than any course you can find on the Internet. Lucid, clear and to the point. Hats off and wish you a long life

[@TaniaBunic]

This is the best explanation of the regression analysis I came across on KZbin so far. Thank you so much!!

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You have talents in teaching! You don't try to sound smart, you just explain every step to help people. Amen for you! God Bless

[@TheDudimus]

This is just what I needed. Explains it better than my stats book ever could.

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I'm a graduate student and your video tutorials are very helpful. I like your presentation approach when breaking down a complex subject like statistics. You're a very talented instructor and obviously know your subject well. Deserves more subscribers. Cheers.

[@vishnupriya1985]

Thanks a lot for the regression series Brandon!You ll always be remembered in my life

[@vickydut132]

you are simply gifted with the simple, most comprehensive method of teaching and interpretation. Thank you so much for what you do. You have helped so much in such little time. I have only watched two videos so far and I was able to learn so much that I couldn't learn during the lectures in the last 10 weeks. The world needs more people like you. God bless you always.

[@edenioolivaresdiaz4540]

As usual in your videos, these videos relate to Multiple regression are MAGNIFICIENTS, I am not a native English speaker but your explanation and the way that you speak look like I am listening in my native language!!! Thanks for helping us!!! Really appreciate it!!!!

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Thank you SO much Brandon! Your explanations are so clear and follow-able. You are helping me survive stats!

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You are such a great teacher. The concepts are very clear and descriptive with your examples. I am becoming fond of statistics because of you!

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This is so helpful! I'm working on my dissertation and your videos make it 'easier' to understand stats, specifically regression analysis! Thanks so much for sharing your knowledge with the world.

[@EbongEka]

This is one of the best explanations and real world applications to regressions. Everything clicked for me and I'm doing a lot better in my MBA program as a result. Hadn't taken statistics in over 25 years before this month. Thanks for your videos Brandon!!!!!

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These videos are amazing. I'm a CS undergrad student and these explanations are helping me a lot in preparation for my machine learning models.

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Thank you it was explained in such a way that made it simple to grasp. You accomplished something many teacher's lack now simplicity in explaining complex ideas.

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You're a life savior for statistics students! Thank you!!

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I'm doing my script now, and your explanation really helps. Your explanation is slow, with good voice, and easy-to-learn examples from real life problems such as the table salt and sea salt problem. Thank you.

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I am pursuing my doctorate in Organizational Development & Change at BGSU and this was a terrific resource for my Quantitative Stats class! Very steady and understandable. Thank you for sharing!

Thank you so much for this series! I've just finished it whole in about 3 hours :D and you helped me greatly with the statistical work for my diploma thesis. Cheers! :)

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They way you teach and explain and the environment you try to create should be taught to every instructor ever

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[@paulntalo1425]

I have found this video so brief and concise...it would have taken me probably several sessions of reading 10 pages in a text book to clearly understand this topic.

[@kondwanimwaba2109]

this is the best multiple regression i've ever watched . just perfect!!!!!

[@ethencroft]

The videos are structured so well that they make learning fun, even for a math phobic person like me. Thank you so much!!!!

[@vijaybharadwajsrisankar5038]

Thank you Brandon, it was simply explained, and provided good understanding. I am from the med stats direction. I find this very useful.

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OMG! Amazing how you can explain something that I found a challange to understand SO EASY and clearly. Perhaps I will be able to nail my exam tomorrow!! THANK YOU SO MUCH!!!!

[@Angell-ir5xj]

I am doing a MA in psychology and although stats were not my forte, I decided to do my Empirical Project with quant research. I was super confused about multiple regression and this video made things so much clearer. Ready to binge your whole MLR playlist!

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I watched about 6 videos on this subject, and this was the best one.

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I wish I discovered you earlier! I have wasted a lot of time watching random videos and trying to understand things haphazardly. You teach amazingly, keeping in mind the audience might not have prior statistics knowledge. The pace is ideal, the examples are easy to understand and the videos are in the order that the flow should follow. You have also spent a lot of time preparing the slides in a manner that is easier to understand the maths! Thank you SO much for doing this! You are amazing! Thanks to you, I'm loving this subject! I finally understand what I'm learning! Watching your videos is like watching a really interesting movie on the subjects we're learning. Once again, thank you so much!

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[@sharuhs]

thank you for touching on the basics with a clear explanation.

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[@johnsenegal521]

Brandon, That was an awesome explanation of something that could be very complicated. Thank you!

[@MrsDynamo1979]

Really helpful explanations for someone who does not have a strong background in statistics. The examples are very important when explaining the concept. Thank you Brandon!

[@olayinkalawal223]

Nice video,please try to make a link to the next video at the end every video so that way it will be easy to continue...you are the best Brandon. The salt example was perfect, it gave me a better understanding of what multicollinearity is and even if i forget the name or i cant pronounce it very well, i perfectly understand the concept...Thank you so much

[@farazgik7644]

You are really a great teacher. I learned from you in just a while what i wanted to learn from the last 2 years. Really thankful to you sir

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I finally managed to understand this topic. Thank you so much for making it accessible to everyone.

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You're an excellent teacher. I got great overview of multiple regression models in just a few minutes.

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Finally, videos that actually help and make you want to learn. thanks!!!

[@futsuudesuyo]

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[@emmanueltsumba5641]

Thanks so much,, this gives me a sigh of relief! I missed it in class, but I am now confident to face multiple linear regression! Great work

[@Bena_Gold]

wow! ... I am glued to your videos ... more than what I learned from my whole semester course ... Thanks ...

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Thanks so much, Brandon you made this so easy for me to understand. Great work!

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Outstanding Job! Brandon please keep up the videos. I could not have explained this any better way. Your clear and concise, but very modified to a laymen terminology. Thank You!

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You sir .. are a legend in teaching, you would make an excellent professor 👍

[@cyndara88]

If my Masters and undergrad professors had explained multicollinearity this way, it would have made so much more sense. Thank you.

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thank you brandon! this is extremely well explained/presented and the practical examples are superb

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I just wanted to extend my gratitude for these very informative tutorials, however before watching these get some knowledge about linear algebra .

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Excellent video. It goes step by step without big leaps. After many book pages and videos, it became clear and I also heard for the first time about multicollinearity. Thanks a lot!

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Way better than my Econometrics professor, jeez. You are a lifesaver

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[@BrandonFoltz]

Wow, thanks! Your comment and time are more reward than I could ever ask for. Keep digging.

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[@BrandonFoltz]

Thank you so much :) That means a ton to me. But all of you out there working hard to learn are the true heroes. Keep on learning!

[@daweiqu]

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the best teaching on this topic, thank you.

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Thanks for the learning. It always helps me to learn not only through reading but through listening and seeing.:)

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