Statistics 101: Multiple Linear Regression, The Very Basics 📈
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- เผยแพร่เมื่อ 29 ก.ค. 2024
- 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
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I am only 3 minutes in and you've already helped me more than my stats teacher can in 2 hours
Sameee
I felt the same! So why our stat teachers are not so helpful?
uau, big suprise
Kudos to that!
same
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.
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.
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! 👊💪
My latest Statistics 101 video is now up and running on TH-cam just in time for finals. :) Feel free to share. Thanks for watching!
you are awesome man ,no one can expect better explanation than this.. Hats off .
+Brandon Foltz Thanks a lot!
The error term isn't assumed to be 0, the expected value of the error term is 0!
Thank you, your videos are very helpful. You explain concepts clearly, much appreciated.
Hi, would you please make a video for heteroskedasticity? how to detect it and correct etc.. My lecturer sucks..
this is the best multiple regression i've ever watched . just perfect!!!!!
after a lot of nervous breakdowns about regressions, finally someone really knows how to explain it. Can't thank you enough.
Man you don't know how many lives you're saving. I am extremely grateful for you thank you 🙏
If the World had lots of people like you we would be living in heaven right here
Heaven goes to the learners! But thank you for putting in a good word :D
I appreciate your videos so much, because I have been near tears trying to understand this stuff
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
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!
thank you for touching on the basics with a clear explanation.
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!
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!
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 :-)
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!!!!
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 🙂
This is soooooo helpful for me now. I am glad that this kind of real knowledge can be found on youtube. Thank you Brandon!
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.
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
You are the exact type of teachers we need, who break down the more complex of things into easy cheesy for strugglers like myself and not these arrogant ones who make even the easiest of things sound so complicated.
This is the best explanation of the regression analysis I came across on TH-cam so far. Thank you so much!!
153 dislikes? In statistics they are insignificant and not worth it. You are the best. I wish I knew you channel before. I shared it with all my classmates.
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
Simple, clear, straightforward and with perfect examples. Big thank you
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.
This is by far the most clear explanation on multiple regression i've ever encountered - thank you for this video
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.
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! :)
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.
Thanks a lot for the regression series Brandon!You ll always be remembered in my life
I followed all your courses from pl1 to pl14. thank you. I'm now ready to learn econometrics on new and solid basics. again thanks a lot
Thank you SO much Brandon! Your explanations are so clear and follow-able. You are helping me survive stats!
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!
Way better than my Econometrics professor, jeez. You are a lifesaver
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!!!!!
I have just discovered your channel and it has SAVED MY LIFE thank you
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.
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.
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!
This is just what I needed. Explains it better than my stats book ever could.
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!
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
Finally, videos that actually help and make you want to learn. thanks!!!
Thank you Brandon, it was simply explained, and provided good understanding. I am from the med stats direction. I find this very useful.
wow! ... I am glued to your videos ... more than what I learned from my whole semester course ... Thanks ...
Your videos are AMAZING!! So clearly explained. I was able to pick up every concept on the first try because you articulated it that well.
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!!!!
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
Brandon, That was an awesome explanation of something that could be very complicated. Thank you!
Thanks so much, Brandon you made this so easy for me to understand. Great work!
Thank you for explaining everything so clearly and logically!!! Thank you so much!
I am so glad that I came across this video and this channel!
I have been trying to understand the Machine Learning algorithms. Your videos have given me a very clear understanding of what these Machine Learning models are trying to achieve. Please continue with the excellent work you are doing to make this simple and easy to understand. Thanks.
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.
The videos are structured so well that they make learning fun, even for a math phobic person like me. Thank you so much!!!!
You're a life savior for statistics students! Thank you!!
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!
Dude, you should be paid a lot of money. You are better than the university tutors!
I struggled with statistics and have watched various videos explaining Multiple regression analysis but just can't figure out what - until this video! Now at least I know what's going on! :D Well done guys.
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!
wonderful video! I am learning more than three statistics classes I have taken in my college life.
thank you brandon! this is extremely well explained/presented and the practical examples are superb
You have an amazing way of making complex things come out simple. Thank you
EXTREEMLY WELL EXPLAINED, VIVIDLY CLEAR CONCEPT.RECOMMEND FOR EVERYBODY,WHO NEED A CLEAR CONCEPT.THANK U SO MUCH.
You explained the concept well with the right pace. Thank you very much!
I watched about 6 videos on this subject, and this was the best one.
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
Dude this is GOLD. Seriously. I love this videos.
Good to see ya back in action !
Hey!!! I wanna say thank you so much!!! I ❤️ your teaching style!!! your pace, explanation everything is awesome! I am a Data Science student and this is extremely helpful!!! thank you again! 🙏 🙏 🙏
You sir .. are a legend in teaching, you would make an excellent professor 👍
I finally managed to understand this topic. Thank you so much for making it accessible to everyone.
Thank you so much for your well-created videos. The graphs and diagrams you used in your videos helped me a lot.
You're an excellent teacher. I got great overview of multiple regression models in just a few minutes.
Excellent video -- clear and informative with great oral and visual combo. Thanks so much for doing this. (I am using statistical analysis for part of a doctoral study. Though I've had graduate level stats classes, this video is very, very helpful. I've subscribed and plan to watch more!)
You are still the best on TH-cam for stats explanations!
this is the only person I've found who can make SPSS understandable
Teaching slides are neatly made. Thank you for your time and patience devoted to making the materials.
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!
Thanks for the easy step by step explanations!!
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!
They way you teach and explain and the environment you try to create should be taught to every instructor ever
Thanks Brandon for share this!
Very well done!
You are such a LIFESAVER.
Thank you so much !!!
Wonderful tutorial! Thank you so much for posting high quality content for free :)
Very nicely explained and delivered to the T. Great job Brandon !
Awesome video. One of the best I've watched on explaining multiple regression. GREAT job Sir.
Best Instructor ever!
I really like the way you presented this. It really is foundational to statistical learning, and you presented it in a very clear way.
Thank you, Brandon. This video is really helpful, great job!
Your videos are probably the best in content as well as presentation. You are doing a great service to the machine learning community. Thank you.
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!
Love your video, Hope to see more!!PLEASE!
I just wanted to extend my gratitude for these very informative tutorials, however before watching these get some knowledge about linear algebra .
THANK YOU!! Oh man, you don't know how happy I am to FINALLY come across someone like you in this field. I don't know what it is about statistics that draws such dry teachers who just want to dump jargon on your lap, since I think these concepts really interesting once you actually UNDERSTAND it. I've been trawling through the interwebs to find someone like you, so thank you for existing and putting these out here (and for free!) to demystify and make something so fundamental to our understanding of the world (extremely relevant in these pandemic times) accessible to us masses :). Now I can actually understand what the heck I'm doing with my Masters project.
Is there a way to support your work?
This is far better than my 2 hours lecture and 1.5 hrs tutorial.
Thank you for your steady & clearly explanation.
So helpful. I wish you open an online class with homework that I can sign up an go through chapter by chapter! Great lecture. Many thanks!
Thank you so much Brandon! These videos are really helpful.
Thanks Brandon, This is so accessible!!! a massive help