Statistics 101: Multiple Linear Regression, The Very Basics 📈

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  • เผยแพร่เมื่อ 27 ธ.ค. 2024

ความคิดเห็น • 484

  • @ellaluzpicavet
    @ellaluzpicavet 4 ปีที่แล้ว +347

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

  • @boyomab
    @boyomab 8 หลายเดือนก่อน +3

    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 🙂

  • @brettruss3359
    @brettruss3359 5 ปีที่แล้ว +135

    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
      @BrandonFoltz  5 ปีที่แล้ว +27

      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! 👊💪

  • @navghimire6377
    @navghimire6377 9 ปีที่แล้ว +376

    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.

  • @meettherandom4711
    @meettherandom4711 7 ปีที่แล้ว +1

    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.

  • @BrandonFoltz
    @BrandonFoltz  10 ปีที่แล้ว +125

    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!

    • @MyExperimentswith_life
      @MyExperimentswith_life 9 ปีที่แล้ว +21

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

    • @sunny2020100
      @sunny2020100 8 ปีที่แล้ว

      +Brandon Foltz Thanks a lot!

    • @mollymillions_anon_greatness
      @mollymillions_anon_greatness 6 ปีที่แล้ว

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

    • @erikavadopalas2309
      @erikavadopalas2309 6 ปีที่แล้ว

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

    • @laihongyuan3680
      @laihongyuan3680 5 ปีที่แล้ว

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

  • @jambo8811664
    @jambo8811664 4 ปีที่แล้ว +10

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

  • @bitterboy695
    @bitterboy695 5 ปีที่แล้ว +14

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

  • @stefanusrianto8781
    @stefanusrianto8781 7 ปีที่แล้ว

    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.

  • @sharuhs
    @sharuhs 7 ปีที่แล้ว +1

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

  • @edenioolivaresdiaz4540
    @edenioolivaresdiaz4540 9 ปีที่แล้ว +2

    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!!!!

  • @jamesmkandawire6196
    @jamesmkandawire6196 7 ปีที่แล้ว +184

    If the World had lots of people like you we would be living in heaven right here

    • @BrandonFoltz
      @BrandonFoltz  7 ปีที่แล้ว +10

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

  • @yingkenney3507
    @yingkenney3507 20 วันที่ผ่านมา

    I enjoy watching your statistics courses here. It is a fun activity. Hope TH-cam won’t remove your courses.

  • @kondwanimwaba2109
    @kondwanimwaba2109 8 หลายเดือนก่อน +1

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

  • @gutafekadu803
    @gutafekadu803 4 ปีที่แล้ว

    I tried to read many books on this topic. But in a very short time you removed my shortcomings. I wish you abundant blessings!

  • @sazzerz1234
    @sazzerz1234 7 ปีที่แล้ว

    this is the only person I've found who can make SPSS understandable

  • @mohammedalsubaie3512
    @mohammedalsubaie3512 3 ปีที่แล้ว

    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.

  • @benblanco9483
    @benblanco9483 3 ปีที่แล้ว

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

  • @kcallwein6551
    @kcallwein6551 2 ปีที่แล้ว +3

    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!

  • @EUVALE
    @EUVALE 4 ปีที่แล้ว

    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

  • @Iron-Bridge
    @Iron-Bridge 6 ปีที่แล้ว +4

    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.

  • @lisegrigsbys8488
    @lisegrigsbys8488 8 ปีที่แล้ว +37

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

  • @sanghamitramishra1135
    @sanghamitramishra1135 4 ปีที่แล้ว

    EXTREEMLY WELL EXPLAINED, VIVIDLY CLEAR CONCEPT.RECOMMEND FOR EVERYBODY,WHO NEED A CLEAR CONCEPT.THANK U SO MUCH.

  • @rebeccaryan1779
    @rebeccaryan1779 7 ปีที่แล้ว

    You are still the best on TH-cam for stats explanations!

  • @lsou4592
    @lsou4592 7 ปีที่แล้ว

    This is far better than my 2 hours lecture and 1.5 hrs tutorial.

  • @catxat
    @catxat 3 ปีที่แล้ว

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

  • @ravishankar3885
    @ravishankar3885 7 ปีที่แล้ว

    these are very basic videos to learn and understand machine learning working.
    thanks a lot.

  • @farhimouad2860
    @farhimouad2860 9 ปีที่แล้ว +1

    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

  • @priscy4395
    @priscy4395 2 ปีที่แล้ว

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

  • @ragsp00123
    @ragsp00123 10 ปีที่แล้ว

    This is a fantastic explanation and very detailed and the way it has been explained was like a cakewalk

  • @keirra041288
    @keirra041288 4 ปีที่แล้ว

    All those hours of studying and then I find this 20 min video and boom I got it!...THANK YOU!

  • @raedshehab4215
    @raedshehab4215 3 ปีที่แล้ว

    Dude, you should be paid a lot of money. You are better than the university tutors!

  • @acavals8080
    @acavals8080 8 ปีที่แล้ว

    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!

  • @gastruperstrasse
    @gastruperstrasse 9 ปีที่แล้ว +41

    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!

  • @judymuturi4505
    @judymuturi4505 ปีที่แล้ว

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

  • @snowboarder12653
    @snowboarder12653 7 ปีที่แล้ว

    You are a gifted teacher. Thanks so much for sharing your knowledge.

  • @leajimvillanueva1215
    @leajimvillanueva1215 8 ปีที่แล้ว +9

    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

  • @elenikoulouvatos3
    @elenikoulouvatos3 ปีที่แล้ว

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

  • @Occupytoday
    @Occupytoday 4 ปีที่แล้ว +1

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

  • @MrsDynamo1979
    @MrsDynamo1979 4 ปีที่แล้ว

    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!

  • @julieye2260
    @julieye2260 ปีที่แล้ว

    I was stuck on the chapter about Multiple Linear Regression in my statistics textbook for a long time and couldn't figure it out. Thank you so much for explaining the concept in a way that was easy to understand.

    • @BrandonFoltz
      @BrandonFoltz  ปีที่แล้ว +1

      You are very welcome. Learners like you are why I do it. Keep going.

  • @TheDudimus
    @TheDudimus 9 ปีที่แล้ว

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

  • @jentraxler1946
    @jentraxler1946 4 ปีที่แล้ว

    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!

  • @wenwen9041
    @wenwen9041 6 ปีที่แล้ว +2

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

  • @chinmayvaidya975
    @chinmayvaidya975 4 ปีที่แล้ว

    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
    @TaniaBunic 9 ปีที่แล้ว

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

  • @AlforceZero
    @AlforceZero 2 ปีที่แล้ว

    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.

  • @daweiqu
    @daweiqu 3 ปีที่แล้ว

    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!

  • @futsuudesuyo
    @futsuudesuyo 3 ปีที่แล้ว

    You explained the concept well with the right pace. Thank you very much!

  • @Len904
    @Len904 6 ปีที่แล้ว +1

    I just received IRB approval for my dissertation proposal. I’m doing a multiple linear regression study. While I’m sacred to death (smile) this video did a masterful job reviewing the basics of how MLR works. Looking forward to other videos.

  • @Bena_Gold
    @Bena_Gold 6 ปีที่แล้ว +1

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

  • @rawconsultancy7467
    @rawconsultancy7467 3 ปีที่แล้ว

    You deserve an award for explaining in detail and easy. Thank you.

    • @BrandonFoltz
      @BrandonFoltz  3 ปีที่แล้ว

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

  • @anjuwadhawan
    @anjuwadhawan ปีที่แล้ว

    I am so clear about concept in few mins watching this video, I forward to my classmates as well.

  • @drsindilemajola
    @drsindilemajola 4 ปีที่แล้ว

    yooooo!! this guy is good!! 3 different ppl tried to explain this concept!! i only understood it when you explained it. god bless you!

  • @blancmangercoco
    @blancmangercoco 9 ปีที่แล้ว +11

    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 :-)

  • @paulntalo1425
    @paulntalo1425 5 ปีที่แล้ว

    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.

  • @DHDH_DH
    @DHDH_DH 10 หลายเดือนก่อน

    Thank you so much for your well-created videos. The graphs and diagrams you used in your videos helped me a lot.

  • @LizzO3000
    @LizzO3000 6 ปีที่แล้ว

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

  • @vickydut132
    @vickydut132 6 ปีที่แล้ว

    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.

  • @jayantapanigrahi4920
    @jayantapanigrahi4920 6 ปีที่แล้ว

    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.

    • @BrandonFoltz
      @BrandonFoltz  6 ปีที่แล้ว

      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!

  • @williamackerman867
    @williamackerman867 7 ปีที่แล้ว

    I really like the way you presented this. It really is foundational to statistical learning, and you presented it in a very clear way.

  • @vijayparmar3770
    @vijayparmar3770 6 ปีที่แล้ว

    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.

  • @vishnupriya1985
    @vishnupriya1985 7 ปีที่แล้ว

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

  • @pavitramehta1
    @pavitramehta1 3 ปีที่แล้ว

    I am so glad that I came across this video and this channel!

  • @samannwaysil4412
    @samannwaysil4412 ปีที่แล้ว

    Please continue making videos for more popular machine learning algorithm. I completed all lienear , multiple and logistic regression. Please keep the other ones coming

  • @genoaocchipinti8910
    @genoaocchipinti8910 9 ปีที่แล้ว +10

    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!

  • @atomofconsumption
    @atomofconsumption 7 ปีที่แล้ว

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

  • @Lvanx2020
    @Lvanx2020 9 ปีที่แล้ว

    Much better than university instructor.

  • @EbongEka
    @EbongEka 2 ปีที่แล้ว

    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!!!!!

  • @vijaybharadwajsrisankar5038
    @vijaybharadwajsrisankar5038 8 ปีที่แล้ว +2

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

  • @emmanueltsumba5641
    @emmanueltsumba5641 2 ปีที่แล้ว

    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

  • @apoorvwatsky
    @apoorvwatsky 6 ปีที่แล้ว +1

    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.

  • @whycantwebefriends9178
    @whycantwebefriends9178 ปีที่แล้ว

    Dude this is GOLD. Seriously. I love this videos.

  • @vanesazanzif
    @vanesazanzif 8 ปีที่แล้ว

    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!!!!

  • @al-anoud-123
    @al-anoud-123 7 ปีที่แล้ว

    You are such a LIFESAVER.
    Thank you so much !!!

  • @khaledsalfeeh6168
    @khaledsalfeeh6168 6 ปีที่แล้ว +2

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

  • @chamilasumathiratna4182
    @chamilasumathiratna4182 3 ปีที่แล้ว

    I understood this concept very well by watching this video.Excellent explanation. Like to hear about other mathematical concepts related to research activities. Thank you verymuch!

  • @JustSongsSg
    @JustSongsSg 10 ปีที่แล้ว

    Good to see ya back in action !

  • @eggmarmalade
    @eggmarmalade 9 ปีที่แล้ว +7

    I have just discovered your channel and it has SAVED MY LIFE thank you

  • @ArtNoob-Elaine
    @ArtNoob-Elaine 4 ปีที่แล้ว

    Teaching slides are neatly made. Thank you for your time and patience devoted to making the materials.

  • @TheMuseOnline
    @TheMuseOnline 4 ปีที่แล้ว

    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!

  • @sazzadurrahman7293
    @sazzadurrahman7293 5 ปีที่แล้ว +2

    wonderful video! I am learning more than three statistics classes I have taken in my college life.

  • @oliviaschiltz9620
    @oliviaschiltz9620 4 ปีที่แล้ว

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

  • @kobic8
    @kobic8 3 ปีที่แล้ว +1

    I came to your youtube page while looking for online material for logistic regression, and i realized i must go back to the basics of regression. Your lectures are AMAZING!!!!
    do you also have some about multivariante linear regression?

  • @wahcasawin
    @wahcasawin 9 ปีที่แล้ว

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

  • @coh08
    @coh08 7 ปีที่แล้ว

    Thanks for the easy step by step explanations!!

  • @Abdulaziz-yj1ns
    @Abdulaziz-yj1ns 16 วันที่ผ่านมา

    Thank you so much one of the Best videos explaining a very important subject.

  • @npt0112
    @npt0112 4 ปีที่แล้ว +1

    Thank you very much. You are the best.

  • @farazgik7644
    @farazgik7644 3 ปีที่แล้ว

    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

  • @Angell-ir5xj
    @Angell-ir5xj ปีที่แล้ว

    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!

  • @olayinkalawal223
    @olayinkalawal223 10 ปีที่แล้ว +5

    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

  • @Mgilsy
    @Mgilsy 10 ปีที่แล้ว +4

    Dear Brandon. Thank you so much for making these videos on statistics one-on-one. They are very helpful to me and it is clear that you have extraordinary teaching skills. I am doing a graduate course in applied epidemiology within sports- and health science at a University in Denmark. Best regards

  • @LaxHead14
    @LaxHead14 7 ปีที่แล้ว

    Professor youtube more helpful than my professor yet again!

  • @jesscotten6542
    @jesscotten6542 8 ปีที่แล้ว

    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!

  • @AeromanAaron
    @AeromanAaron 7 ปีที่แล้ว +8

    Best Instructor ever!

  • @sanketbuddhiwant3309
    @sanketbuddhiwant3309 9 ปีที่แล้ว

    Hi Sir, Hats off to you for your teaching, watching your videos on statistics boosts my confidence.
    Thanks a ton !!!!

  • @carlarampichini4585
    @carlarampichini4585 6 ปีที่แล้ว

    Thanks Brandon for share this!
    Very well done!

  • @sandiin6885
    @sandiin6885 7 ปีที่แล้ว +1

    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!

  • @MoayyadYaghi
    @MoayyadYaghi 9 ปีที่แล้ว +3

    now you are officially my hero ! i've been struggling with this. and now i cant believe how easy it is.

  • @ashrafal-warraquiy6614
    @ashrafal-warraquiy6614 9 ปีที่แล้ว

    Great Thanks. We are waiting for nonlinear and polynomial regression videos.