Regression Output Explained

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  • เผยแพร่เมื่อ 1 ม.ค. 2025

ความคิดเห็น • 423

  • @HazardousAbacus
    @HazardousAbacus 8 ปีที่แล้ว +659

    I'm in an MBA program, and I have to take an online final for Business Analytics tonight. I've been freaking out because over the last few months, the material was presented in a way that I couldn't understand. I just spent an hour studying your Regression videos. Suddenly it all clicks. I CANNOT THANK YOU ENOUGH!!!! My family has a Thanksgiving tradition of going around the table taking turns saying what we're each grateful for this year before the holiday dinner. I swear to god I'm going to tell my family I'm thankful for ZedStatistics!

    • @SirPdog
      @SirPdog 4 ปีที่แล้ว +12

      Haha Zed's a lad godspeed to the man saved more students than he will ever know

    • @Claudia-he6sj
      @Claudia-he6sj 4 ปีที่แล้ว +6

      THIS IS SO CUTE HAHAHAHA Hope all's well

    • @nikigeorgaki3566
      @nikigeorgaki3566 4 ปีที่แล้ว +14

      This is exactly me right now. MBA Student, exam tomorrow. Why can't our teachers explain it so easily? Why they are making it so hard? argghh
      Thank you ZedStatistics!

    • @snehulak9044
      @snehulak9044 3 ปีที่แล้ว +7

      I'm literally studying econometrics and I'm relying on this to get me through my finals. And trust me, if this can't, nothing can.

    • @kaylinfroehlich3293
      @kaylinfroehlich3293 2 ปีที่แล้ว +2

      SAME

  • @danrfletch
    @danrfletch 5 ปีที่แล้ว +271

    An entire semester of work that i didn't understand... summed up into a 30 minute video that makes complete sense. Why can't univsersity professors teach like this? Thank you.

    • @nandiphayeko3131
      @nandiphayeko3131 5 ปีที่แล้ว +2

      duuuuuuude!!!

    • @univuniveral9713
      @univuniveral9713 5 ปีที่แล้ว +12

      Remember that 1) The more hours your professor puts in, the more he is paid. 2) If they make it too easy, then they are shooting their own market in the foot.

    • @kavyashah327
      @kavyashah327 5 ปีที่แล้ว +9

      it's because professors like to act 'intellectual' to put themselves on an academic high ground. it's an ego trip rather than a learning experience.

    • @univuniveral9713
      @univuniveral9713 5 ปีที่แล้ว +3

      @@kavyashah327 True. Professors want shvool principals and Deans to feel that they are "intellectual" and special. They want their students to worship them. Ego trip. Go figure :-)

    • @jamesdon7578
      @jamesdon7578 5 ปีที่แล้ว +5

      Ha-ha.... You are making 🤣🤣🤣🤣🤣. Most professors wants you to research it by yourself.
      Remember, getting a degree certificate from a university doesn't guarantee success in life. Thank God people like ZedStatistics are willing to share their knowledge for free and TH-cam, Google etc are also free. Stay hungry, stay foolish!

  • @ranjan_v
    @ranjan_v 7 ปีที่แล้ว +95

    best stats teacher on youtube

  • @kaylakummerlen1589
    @kaylakummerlen1589 5 ปีที่แล้ว +85

    ATTENTION ALL STUDENTS TRYING TO LEARN STATS: Do yourself a favor and watch these videos. Best on TH-cam by far, and definitely better than my professor and textbook (combined)

    • @zedstatistics
      @zedstatistics  5 ปีที่แล้ว +17

      You're my new favourite person.

    • @lalinowl
      @lalinowl 4 ปีที่แล้ว +3

      @@zedstatistics If I'm going to have kids I'll name them after you.

    • @pavankumarkonchada3882
      @pavankumarkonchada3882 3 ปีที่แล้ว +1

      I would agree with this point. I used to hate stat until I came across this channel.

    • @jayvirvaghela5573
      @jayvirvaghela5573 5 หลายเดือนก่อน

      yes i am agree with you brother

  • @sefakoragormor911
    @sefakoragormor911 3 ปีที่แล้ว +21

    An entire semester of work that I didn't understand... summed up into a 30 minute video that makes complete sense. Very grateful for the explanation.Thank you so much.

  • @sahandrajabi4267
    @sahandrajabi4267 2 ปีที่แล้ว +8

    A semester full of lectures, weeks of surfing the internet for valuable material, and this video wraps everything up in 30 minutes. Thank you so much sir!

  • @muhammadawwalharuna2871
    @muhammadawwalharuna2871 2 ปีที่แล้ว +3

    It's 2022 and this is the best video on regression on YT. Thank you so much.

  • @ahnafislam6004
    @ahnafislam6004 4 ปีที่แล้ว +2

    Your website and TH-cam channel deserves more recognition. Please don't stop!

  • @MrDiakosant
    @MrDiakosant 8 ปีที่แล้ว +61

    Maybe the best videos about regression analysis on the Internet! Congratulations, keep up the good work!

  • @iceesky
    @iceesky 2 ปีที่แล้ว +2

    i could not stand to watch 5+ hours of regression lectures i couldnt even understand in class, but i just watched an hour worth of the first three vids in this regression series and immediately understood the lesson! I am so thankful these vids exists for free so I am now able to catch up with the class!

  • @SeanToppi
    @SeanToppi 5 ปีที่แล้ว +29

    You have a gift for explaining stats. I was a pretty good student of stats, but as a tutor I'm finding myself tripping up not always being able to explain things clearly on a conceptual level. Your videos are really helping me with that. Thank you!

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว +2

      I'm also a tutor and I feel the exact same way!

  • @cosibaakpabot7635
    @cosibaakpabot7635 2 ปีที่แล้ว +1

    You are simply the best econometrics teacher i have ever had. Thank you

  • @mattagueli7959
    @mattagueli7959 7 ปีที่แล้ว +82

    You are the reason I will pass this econometrics test, thank you sir.

    • @dimwit3006
      @dimwit3006 3 ปีที่แล้ว +3

      This was 4 years ago, are you still alive? My metrics exam prep is killing me rn

    • @schluder14
      @schluder14 3 ปีที่แล้ว +1

      @@dimwit3006 haha same lol

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว +1

      Hey I know it's been years, but I just came across your comment and was curious. How did the econometrics test go?

  • @jacob_he_reads
    @jacob_he_reads 2 ปีที่แล้ว +4

    I am formally trained in methods, and I would absolutely recommend your channel! Excellent teaching.

  • @loknathdas3111
    @loknathdas3111 20 วันที่ผ่านมา

    Can't stop myself commenting on this video. The explanation should be given, 110/100 .

  • @Nazeerul_Hazard
    @Nazeerul_Hazard ปีที่แล้ว +2

    In my statistics class, all I was taught is if the P value is less than 0.05 then the predictor is meaningful. But this video explains all the technical aspects behind this rule. Thanks for this beautiful explanation

  • @AlexKashie
    @AlexKashie 2 ปีที่แล้ว +2

    Man thank you so much... You have no idea of the number of classes I took in Statistics and still couldn't understand how to frame the Hypothesis and how to read the output of the regression. Thank you so much, you are a Star. I will share this playlist with my classmates
    Cheers

  • @Muhii89
    @Muhii89 6 ปีที่แล้ว +10

    Dude, Thank you very much. Im not a nativ english speaker. you speak clearly. slow. it is understandable. how you explain things. just wow. you safed my ass broski

  • @alphar85
    @alphar85 4 ปีที่แล้ว +1

    This is the best statistics explanation I have come across so far on TH-cam. You are amazing man.

  • @xsnake627x
    @xsnake627x 2 ปีที่แล้ว +2

    While I have already graduated with a degree in Finance I struggled with regression and never truly comfortable with it. Now I'm applying for some analysts positions and wanted to review material i wish i would have looked sooner this is explained in a way that is making a lot more sense to me now than when my professor did.

  • @samuelmorrison8317
    @samuelmorrison8317 6 ปีที่แล้ว +5

    Hi Zed, it's 2018, and your series fo regression videos are​ still one of the best out there. finally, regression is beginning to make sense. thanks for the videos.

  • @mohammedemran8626
    @mohammedemran8626 8 ปีที่แล้ว +36

    THE best to understand regression...please upload the other ones in series

  • @erika_in_progress
    @erika_in_progress 5 ปีที่แล้ว +3

    I'm watching a lot of stats videos to supplement a grad course I'm taking. THIS is the best video I've seen on any of the topics I've been trying to learn. You explain things very clearly and with examples that really help with understanding. THANK YOU!!!!

  • @dpahadsingaiml7890
    @dpahadsingaiml7890 2 ปีที่แล้ว +3

    Thank you Zed ! You are the BEST. I was struggling to understand the regression output for past few weeks. But then I accidentally saw this awesome video. I am going to go through all your videos now. Also I am going to recommend your website to all my friends and colleagues who are into data science. Thank you and God bless you.

  • @vcello6450
    @vcello6450 4 ปีที่แล้ว +1

    Thank you! Nobody has explained the regression output in such a clear, direct manner!

  • @rahuldas9580
    @rahuldas9580 5 ปีที่แล้ว +5

    I started reading econometrics a few days back and today for the first time I used software programme Gretl. This video of yours made all my doubts clear and I am so confident now with these values in the regression output. I thank you from the bottom of my heart for this. Keep up the great work :) !!

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว

      I know it's been years, but I was just curious. How did the class end up going?

  • @jayadevkrishnatheeram4617
    @jayadevkrishnatheeram4617 3 ปีที่แล้ว

    You are super. I could understand the basics of regression ONLY from your videos. I can't Thank you enough.

  • @SaumilSanghavi
    @SaumilSanghavi 5 ปีที่แล้ว +1

    These videos are fantastic for CFA Level 2 Quants. Thank you for explaining it so much better than anybody else.

    • @amhyni
      @amhyni 2 ปีที่แล้ว

      CFA L1 now because of the change in curriculum :D

  • @AndiSylafeta
    @AndiSylafeta 9 หลายเดือนก่อน

    I have browsed through the web for econometrics, but stumbled across the same uncoordinated theoretical blabbering everywhere I went. Except your channel. You can truly simplify the notions and theory into visualization and practicality.
    “If you can't explain it to a six year old, you don't understand it yourself.”
    ― Albert Einstein

  • @shivampardeshi9977
    @shivampardeshi9977 3 ปีที่แล้ว

    I would literally pay for this content, not joking. this guy should be in Harvard or Cambridge, seriously. He has ability to break even hardest concepts to simplicity and make students understand.

  • @joseandrestabaresbermudes3599
    @joseandrestabaresbermudes3599 2 ปีที่แล้ว +1

    I'm on my last semesters of economics, finance and marketing and thanks to your videos i'm starting to fall in love with the subjects again. great examples and amazing teacher, good work!

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว

      How are things turning out as the semester winds down?

  • @magdalenamareckova3355
    @magdalenamareckova3355 5 ปีที่แล้ว +2

    I can't be more thankful for this video, been struggling for a few days until now! Thank you, thank you!

  • @DorisLi-y8z
    @DorisLi-y8z 2 ปีที่แล้ว

    Your video is much better than our statistics lectures in Graduate program!!!THANK YOU!!!

  • @zuhairnara
    @zuhairnara 2 ปีที่แล้ว

    Dived into a Data Science program recently... your vids are great... made a lot of concepts much easier to understand and digest. Thank you so much.

  • @PunmasterSTP
    @PunmasterSTP 2 ปีที่แล้ว

    Regression output explained? More like "Really, the educational value of these videos is insane!" Thanks so much for putting all of them together, and saving so many students (as well as a few tutors).

  • @genevievelapointe8584
    @genevievelapointe8584 4 หลายเดือนก่อน

    J'adore votre vidéo ! Vous expliquez d'une manière claire et efficace et vous reliez la réalité avec des équations et avec des résultats de logiciels statistiques pour que nous puissions bien intégrer l'utilisation de la régression. Je vous remercie pour la très grande qualité de votre contenu. Continuez!!!!

  • @nplgwnm
    @nplgwnm 4 ปีที่แล้ว

    This 30 min video resolved all the mysteries I had from the three month stats course I took. Thanks!

  • @bineethapbose337
    @bineethapbose337 4 ปีที่แล้ว

    presenetations are so precise and insightful. No professesors whom I met so far was this much clear and vivid. thank you ZedStatistics..

  • @shafiyogi
    @shafiyogi 7 ปีที่แล้ว

    I am on the same boat as Nick Larkin, I can not thank you enough!! Kudos!! I will not even have to see the book anymore!! You are Godsent!!

  • @ROHITKUMAR-po4lz
    @ROHITKUMAR-po4lz 7 ปีที่แล้ว

    One of the best explanation of regression outputs. Highly recommended.

  • @rahmaalghafri8057
    @rahmaalghafri8057 5 ปีที่แล้ว +2

    The best video on regression so far! Thank you so much for all the work you put into those sessions.

  • @hasilovich
    @hasilovich 3 ปีที่แล้ว

    Thanks

  • @rahulghorui1460
    @rahulghorui1460 5 ปีที่แล้ว

    Superb video..................you made me understand stuff in 30 min..................which I struggled with for an entire year..............

  • @rohitekka2674
    @rohitekka2674 3 ปีที่แล้ว

    Can't thank you enough for putting out this creation. Its a life saver TBH.

  • @sashpatra88
    @sashpatra88 4 ปีที่แล้ว

    I have seen many regression stats videos but this one is one of the best statistics video I have ever come across. As I am learning ML now , it is very important for me to understand statistics to do the models better. Your explanation is super awesome "zedstatistics" . Thank you so so so much ...

  • @chrisk6120
    @chrisk6120 6 ปีที่แล้ว +5

    Hi, I am currently writing my master thesis, which contains empirical analysis. This video helped me a lot to understand the regression outputs I am producing in my work. You made a perfekt video explaining the regression output. I can not thank you enough!

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว

      I know it's been years, but how did your thesis end up going?

  • @chenfei7369
    @chenfei7369 2 ปีที่แล้ว

    Thanks!

  • @ahyungrocks5509
    @ahyungrocks5509 8 หลายเดือนก่อน

    This is great. Going to have a job interview next week, part of the job is data analytic which I haven't had a clue despite I took graduate level engineering statistics twenty years ago. Thank you so much!

  • @mistywalters570
    @mistywalters570 5 ปีที่แล้ว +3

    This video just allowed me to complete my revisions for Ch 4. THANK YOU!!!!!!

  • @abhishekojha6382
    @abhishekojha6382 2 ปีที่แล้ว

    Amazing video. Explained all things in a clear and detailed manner. I am sure I will return to this whenever I have a doubt about interpreting the output. Thank you so much for creating these amazing videos. Cheers!

  • @jp1551
    @jp1551 5 ปีที่แล้ว +2

    This video's worth its weight in gold. Thank you!

  • @sudiptasen634
    @sudiptasen634 6 ปีที่แล้ว +2

    This is the best explanation I ever have came across till date, always have been looking for this. Thank you very much!

  • @elizabethingram9784
    @elizabethingram9784 2 ปีที่แล้ว

    You deserve a gold medal for this video. Super helpful. :)

  • @FaisalArshadGhani
    @FaisalArshadGhani 7 ปีที่แล้ว

    I couldn't find a better explanation for regression. Excellent.

  • @ingridsyme805
    @ingridsyme805 8 ปีที่แล้ว +3

    Thank you for producing great content and making complex statistical concepts looking simple.

  • @tusharyadav7066
    @tusharyadav7066 4 ปีที่แล้ว

    Hey @zedstatistics! I have stumbled upon your video and I can surely say that this is the best explanation I have seen explaining each and every section of the output so clearly. Blown away thinking it was that simple. Great work ! God bless you!! Love

  • @typicaljonathan5909
    @typicaljonathan5909 3 ปีที่แล้ว

    Thank you so much. I have been struggling with interpreting regression outputs but i learnt so much more in this video than i learnt the whole semester from my university professor. #5yearsLater!!!

  • @meizhuchen9653
    @meizhuchen9653 3 ปีที่แล้ว

    I thought statistics was not an easy subject when I was a student. Very thanks for your video so I can extract again the related knowledge outline so easily. Appreciate your explanation, it is the best!

  • @dileepsathyan9001
    @dileepsathyan9001 4 ปีที่แล้ว +1

    This is an eye opening video for me as I was staring at these numbers since a long time.
    Thank you so much for making this video and sharing your knowledge!!

  • @StoicMind17
    @StoicMind17 4 ปีที่แล้ว

    You sir are doing a great service to humanity. 👍

  • @nitimohan1
    @nitimohan1 3 ปีที่แล้ว

    You are the best teacher for statistics. Big fan of you

  • @wenyange2607
    @wenyange2607 2 ปีที่แล้ว

    A very helpful video. It significantly improved my understanding of the subject. Thank you very much for making it.

  • @Nice.SHIGOTO
    @Nice.SHIGOTO ปีที่แล้ว

    Danke!

  • @aditiupadhyay8601
    @aditiupadhyay8601 2 ปีที่แล้ว

    @zedstatistics you are a gift to mankind

  • @rrrprogram8667
    @rrrprogram8667 4 ปีที่แล้ว

    You need to change ur channel name to "zedstatistics for machine learning"...... And then see the rise in no of subscribers..
    Awesome explanation... Best available so far..

  • @derekkan9429
    @derekkan9429 5 ปีที่แล้ว +2

    You have absolutely done a great job in explainings these concepts. Really appreciate your effort! Thanks man!

  • @shrikantlandage7305
    @shrikantlandage7305 5 ปีที่แล้ว

    I was searching this from past 4-5 days...U explained it Thank U sir

  • @jianingwang8509
    @jianingwang8509 3 ปีที่แล้ว

    omgg thank you sooo much!!! This is what i have been looking for!! (I am an international business undergraduate who is writing bachelor thesis, but have never had the chance to understand ecometrics during past years of study lol) Thank you!

  • @najmulsharkar9641
    @najmulsharkar9641 4 ปีที่แล้ว

    Best Regression Output explained. Keep it up Sir.

  • @caraxkins
    @caraxkins 5 ปีที่แล้ว +3

    i’m working on my econ capstone paper and this is very helpful! the output looks exactly like STATA’s output which is what i’m looking at.

    • @zedstatistics
      @zedstatistics  5 ปีที่แล้ว

      YEP! It actually was from STATA. By the time it came to record the video I'd forgotten where I created it!

  • @lifewithrahman7955
    @lifewithrahman7955 4 ปีที่แล้ว

    Very much effective teaching method...I wish your journey of sharing knowledge become enjoyable and fruitful

  • @NatHarwood
    @NatHarwood 5 ปีที่แล้ว +2

    Thank you. Really helpful for interpreting the output of regression coefficients, which I've been left to do completely on my own so this video is much appreciated and made perfect sense

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว +1

      I know it's been years, but how did your class and exams end up going?

  • @SoftwareClasses
    @SoftwareClasses 6 ปีที่แล้ว +2

    Best video ever!!!! You are officially my Professor. MANY THANKS

  • @chrisisah8006
    @chrisisah8006 3 ปีที่แล้ว

    This is a very helpful explanation for interpreting regression outputs. Many thanks for providing this lessons

  • @ryanmaki323
    @ryanmaki323 7 ปีที่แล้ว +3

    Thank you for these 3 videos, they are a big help in my Master's program classes!

    • @PunmasterSTP
      @PunmasterSTP 2 ปีที่แล้ว

      How'd your Master's end up going?

  • @edojaprosper5239
    @edojaprosper5239 7 ปีที่แล้ว

    This is regression analysis made easy. You've just demystified my nightmare on this subject matter. Thanks a whole lot

  • @mukammedalimbet2351
    @mukammedalimbet2351 3 ปีที่แล้ว

    This is just a perfect explanation. It could not be any better. Thank you

  • @amonoracheal9118
    @amonoracheal9118 4 ปีที่แล้ว +1

    This is more than amazing, zedstatistics performs statistical miracles!!! .....thank you:)

  • @josi1041
    @josi1041 5 ปีที่แล้ว +7

    This Video is so well explained!! I am so happy that you made everything clear to me !! Thank you so much ! :)

  • @rukiakameel6244
    @rukiakameel6244 4 ปีที่แล้ว

    I'm doing my Master's and this has helped a bunch! Thank you so much!!

  • @MrSupernova111
    @MrSupernova111 7 ปีที่แล้ว

    Nice video! One of the most informative and organized vis on TH-cam regarding regressions.

  • @promisemthunzi9744
    @promisemthunzi9744 7 หลายเดือนก่อน

    Am doing a Research project that involves regression analysis and time-series analysis, This series of regression has helped me a lot, your explanations were simple and locus. l was hoping you would have a time-series tutorial series.

  • @cafrasinei
    @cafrasinei 2 ปีที่แล้ว

    Thanks for making statistics understandable and less boring.

  • @brewedscript1014
    @brewedscript1014 4 ปีที่แล้ว

    your explanation is crystal clear

  • @l.w.8313
    @l.w.8313 3 ปีที่แล้ว

    amazing explaination. was looking for smth like this for a while now

  • @shushKUNT
    @shushKUNT 4 ปีที่แล้ว

    clearly put a lot of thought and effort in to this video and how to explain this in a clear and comprehensible way. thanks a lot

  • @rejithmadhavan5735
    @rejithmadhavan5735 2 ปีที่แล้ว

    Hello Justin, this is superb explanation. It really gives you a sense of confidence in the subject. Best wishes and Thanks.

  • @shohan5772
    @shohan5772 6 หลายเดือนก่อน

    you explained it a lot easier and probably my course teacher did too but i need to watch it 3 more times.

  • @josephokonofua4289
    @josephokonofua4289 3 ปีที่แล้ว

    I paid close to $2200 for this class and it was a 5 credit one. I didn't learn shit. Then I found this video. God bless you

  • @aishwaryak4090
    @aishwaryak4090 3 ปีที่แล้ว

    Your explanation of this concept is amazing!

  • @sheebee8398
    @sheebee8398 7 ปีที่แล้ว

    Thank you very much! You have shown how powerful and important diverse
    approaches and perspectives are to growing community knowledge. After
    all, why were we given a diverse approach in the first place? You were
    given yours to help us understand and grow.

  • @peshawasalih8784
    @peshawasalih8784 4 ปีที่แล้ว

    Your videos are really resourceful and precious... Thank you.

  • @bakashabagilbert5616
    @bakashabagilbert5616 ปีที่แล้ว

    sir you are very good at what you do good work i finally understand these concepts

  • @zemichaelseltan1719
    @zemichaelseltan1719 3 ปีที่แล้ว

    Thanks a lot. Outstanding and in-depth presentation.

  • @melikekaraca8399
    @melikekaraca8399 5 ปีที่แล้ว

    Thank you so much! I am enlightened in each of your regression videos! I've been taking advanced stat but I've never got how and why we find these equations! Thanks!

  • @vikrantkamble1421
    @vikrantkamble1421 4 ปีที่แล้ว

    I liked it...really taught in a simple way...excellent.

  • @jasvirkaur6619
    @jasvirkaur6619 3 ปีที่แล้ว

    Thank you for explaining everything in detailed manner. Please upload tutorials for Path analysis too.

  • @alphonsathomas
    @alphonsathomas 5 หลายเดือนก่อน

    I wish I had a teacher like you:)Please do post more videos.

  • @chany777
    @chany777 4 ปีที่แล้ว

    Really good stuff. Broke it down really well. Thanks for the material.

  • @hayvankanal6941
    @hayvankanal6941 4 ปีที่แล้ว

    Thank you so much for your videos!! They are such a huge help to understand these concepts in an understandable manner!