The Binomial Distribution and Test, Clearly Explained!!!

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  • เผยแพร่เมื่อ 5 ส.ค. 2018
  • The binomial distribution and the related statistical test look really complicated, but a actually quite simple. Here I walk you through both, one step at a time, so that they are easily understood and applied.
    If you would like to learn more about P-values, check out this StatQuest:
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    And if you would like to learn more about 2-sided P-values, check out this StatQuest:
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ความคิดเห็น • 530

  • @statquest
    @statquest  2 ปีที่แล้ว +8

    Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/

  • @monicakulkarni3319
    @monicakulkarni3319 5 ปีที่แล้ว +561

    On the entire internet, you're the only person who didn't do coins/cards example. God bless you! Thank you for this explanation.

    • @statquest
      @statquest  5 ปีที่แล้ว +51

      Hooray! I'm glad you appreciated the new perspective. :)

    • @AmeyPanchpor02
      @AmeyPanchpor02 4 ปีที่แล้ว +7

      very true

    • @DeViLTh0rn
      @DeViLTh0rn 4 ปีที่แล้ว +11

      @@statquest DOUBLE BAM!

    • @shanlin2359
      @shanlin2359 4 ปีที่แล้ว +1

      Yes, the example makes BAM more business sense!

    • @pravin8419
      @pravin8419 3 ปีที่แล้ว

      Agree! Cent percent.

  • @DeepROde
    @DeepROde 2 ปีที่แล้ว +32

    It blows my mind thinking that future human generations will have such a great knowledge source on TH-cam, I think generations to come will learn statistics from here, you will be remembered as a legend, sir!!

    • @statquest
      @statquest  2 ปีที่แล้ว +2

      Thank you!

  • @ramprakash7872
    @ramprakash7872 2 ปีที่แล้ว +67

    The way you have broken down the nasty looking formula into easily understandable and relatable stuff is mind blowing . Thanks for creating such videos. Super helpful tht waz. Pls do more of this sort :)

    • @statquest
      @statquest  2 ปีที่แล้ว

      Thanks and will do!

  • @vishalverma-wx7eo
    @vishalverma-wx7eo 4 ปีที่แล้ว +109

    You really developed a genuine interest in me for statistics. Thanks a lot!

    • @statquest
      @statquest  4 ปีที่แล้ว +5

      Hooray! That is awesome! :)

  • @mainulislam6765
    @mainulislam6765 3 ปีที่แล้ว +13

    "The binomial distribution will tell us what to expect if there is no preference"- that statement just tied up in one string all the scattered information I had so far about binomial distributions. Thank you for this elegant explanation.

    • @statquest
      @statquest  3 ปีที่แล้ว +1

      Hooray! :)

    • @yashthirani6849
      @yashthirani6849 3 ปีที่แล้ว +2

      Exactly! Wonderful summary of the whole concept. Thanks StatQuest.

  • @msawhney
    @msawhney 4 ปีที่แล้ว +15

    The world needs more educators like you. Please keep up the good work.

    • @statquest
      @statquest  4 ปีที่แล้ว

      Thank you very much! :)

    • @ishamathstea9019
      @ishamathstea9019 4 ปีที่แล้ว

      Hye Mandeep, I love this video too..... Btw, I have just posted about how to find probability using Binomial Distribution.....i hope it's helpful...... 💓

  • @TheOntheskies
    @TheOntheskies 3 ปีที่แล้ว +7

    Just when i thought this formula is too complex. Revelation! Fantas brought it down to earth in human language. Thank you so much Josh!!

  • @yutassmilehealsme6572
    @yutassmilehealsme6572 3 ปีที่แล้ว +5

    Love your vids because they don’t use much terminology and explain it in the simplest way 🙌 Using diagrams to explain instead of spouting paragraphs makes stats so much easier to understand!

    • @statquest
      @statquest  3 ปีที่แล้ว

      Thank you very much! :)

  • @innocentlord7985
    @innocentlord7985 4 ปีที่แล้ว +24

    I have said it before and I will say it as many times as it needs to be, Josh, you are a blessing. Thank You. Usually there are certain small details which our professors often skip and those details are the ones upon which advance systems are based but you lacked the initial concept thus it gets difficult. But you put and explain every detail beautifully.

    • @statquest
      @statquest  4 ปีที่แล้ว +1

      Thank you very much! :)

    • @ishamathstea9019
      @ishamathstea9019 4 ปีที่แล้ว +1

      Hello Muhammad Abbas, I have just posted how to find probability using Binomial Distribution..... I hope it's helpful.... 💓💓💓

  • @im_karamo1907
    @im_karamo1907 5 ปีที่แล้ว +44

    hahah the explanation was splendid.. using the pharase "nasty looking formular was the best caption of the presentation." thanks statsquest

    • @statquest
      @statquest  5 ปีที่แล้ว +2

      Hooray! :)

  • @christopherivan1790
    @christopherivan1790 5 ปีที่แล้ว +9

    Thank you for these Josh. You are doing an amazing job of making this stuff more accessible to people like me, struggling to improve and grow in my career :)

    • @statquest
      @statquest  5 ปีที่แล้ว

      Hooray! I hope you succeed in improving your career! :)

  • @ujjwaltyagi3030
    @ujjwaltyagi3030 4 ปีที่แล้ว +12

    These videos blow my mind everyday . Again its 5 am and i am studying stats quest. I'll summarize my understanding for others to see here . What you learned in p value videos about the two sided p-value and the video on 'what are stats model' was used here . Here our model(which was also our null hypothesis) is that both flavours are EQUALLY loved , so both have a probability of 0.5(this is NOT p-value, this is just our model-Remember that a model can be an 'equation' or a 'relationship' between variables) And since are p-value came out to be larger than 0.05 we rejected the alternate hypothesis that one of them is more loved. Our p value was 1 so we FAILED to reject the null hypothesis. BAM!

    • @statquest
      @statquest  4 ปีที่แล้ว +2

      BAM!!! I'm so glad you like my videos. :)

  • @emmanuelbankole5954
    @emmanuelbankole5954 4 ปีที่แล้ว +5

    I've watched 5 videos on this & yours is the only one i understood. Brilliantly explained!

  • @anuragn.sharma4170
    @anuragn.sharma4170 4 ปีที่แล้ว +5

    This has to be the first comment (in a long time) that I've been inspired to write because of the sheer number of "light bulb" moments your tutorials give me. Great going and thank you!

    • @statquest
      @statquest  4 ปีที่แล้ว

      Awesome! I'm glad the video was helpful. :)

  • @adrianairina7684
    @adrianairina7684 5 ปีที่แล้ว +1

    Never been so focused and entertained at same time. Excellent video!

  • @yogi4128
    @yogi4128 5 ปีที่แล้ว +1

    i've listen only half of the presentation, and it's really clear and boiled down the formulas, that what i really need. thanks statquest

    • @statquest
      @statquest  5 ปีที่แล้ว

      Nice! I'm glad you got what you needed! :)

  • @fmetaller
    @fmetaller 5 ปีที่แล้ว +7

    Great video. At the beginning, I was a bit scared by the equation of bionomial distribution, but you have explained it very clearly and in the end it resulted to be very easy. Thank you very much for this video.

    • @statquest
      @statquest  5 ปีที่แล้ว

      You're welcome! I'm glad you like the video. :)

  • @codebinding71
    @codebinding71 5 ปีที่แล้ว +22

    Great video. It would be great if you could do a video on gradient descent or Monte Carlo with the mathematics clearly explained.

    • @statquest
      @statquest  5 ปีที่แล้ว +8

      Those are near the top of my to-do list. I'll get to them soon (I hope!)

    • @mikalrain
      @mikalrain 5 ปีที่แล้ว +2

      @@statquest What is the last status on this? Edit: Status on Monte Carlo?

  • @yulinliu850
    @yulinliu850 5 ปีที่แล้ว +6

    Yeah, I'm just looking for a good video on this topic. This is brilliant! Thanks a lot!

    • @statquest
      @statquest  5 ปีที่แล้ว

      Hooray!!! I'm glad you like it! :)

  • @yaluntan3643
    @yaluntan3643 4 ปีที่แล้ว +4

    Thanks for explaining the binomial distribution in such a clear way and saving my fragile self-esteem in statistics :)

  • @ExistentialNomad
    @ExistentialNomad 4 ปีที่แล้ว +15

    The video was great but I must say the opening jingle was even better :P :D ... Thanks a ton :)

    • @statquest
      @statquest  4 ปีที่แล้ว

      Glad you liked it!

  • @saneeshcs6604
    @saneeshcs6604 ปีที่แล้ว +2

    I appreciate the explanation of the binomial distribution without using the example of flipping a coin (1000 times!!), instead you used a real-world example, it helped me understand the basic concepts of the binomial distribution. You did an amazing job.

    • @statquest
      @statquest  ปีที่แล้ว +1

      Thank you! :)

  • @pranjalchakraborty364
    @pranjalchakraborty364 ปีที่แล้ว +2

    After watching your stat videos before exams my score got a double bam !! .... Thanks for what you do from the bottom of my heart

    • @statquest
      @statquest  ปีที่แล้ว +2

      Congratulations! BAM! :)

  • @pravin8419
    @pravin8419 3 ปีที่แล้ว +2

    Josh, one more BAM!! You are the best Stats and ML tutor over the internet.

  • @jacobm7026
    @jacobm7026 5 ปีที่แล้ว +10

    Hi, Josh, absolutely fantastic work! I was wondering if you could do something on Bayesian statistics? First off a frequentist vs bayesian perspective video, then a finding likelihood, prior, and posterior series!?

    • @statquest
      @statquest  5 ปีที่แล้ว +3

      Those are all on my to-do list. I hope to get to them as soon as I can, but it still might be a while.

  • @asafvirin2181
    @asafvirin2181 4 ปีที่แล้ว +5

    Thank you so much, this video was super helpful and really helped me get over the "nasty looking formula"

  • @sirvachjumani7215
    @sirvachjumani7215 4 ปีที่แล้ว +3

    Great explanation for beginner with a simple product example.

    • @statquest
      @statquest  4 ปีที่แล้ว

      Thank you! :)

  • @jaysonl3685
    @jaysonl3685 ปีที่แล้ว +2

    The fanta example really helps understand the value of modelling via the binomial distribution, thanks a lot Josh!

    • @statquest
      @statquest  ปีที่แล้ว

      Glad it was helpful!

  • @nirajkc224
    @nirajkc224 4 ปีที่แล้ว +1

    I really got a life after watching this. Appreciate it. Thank you so so much 😍

  • @rmiliming
    @rmiliming ปีที่แล้ว +1

    Tks for the clear explanation., especially the one on the factorial !

  • @user-xm7wb4tv7j
    @user-xm7wb4tv7j 11 หลายเดือนก่อน +1

    Thank you so much! This really helped me understand the formula.

    • @statquest
      @statquest  11 หลายเดือนก่อน

      Glad it helped!

  • @dgytyt
    @dgytyt 5 ปีที่แล้ว +2

    first of all, StatQuest is fantastic! One question: how do I compare if two binomial distributions are different from each other? What test should be applied?

  • @aimanasif6770
    @aimanasif6770 2 ปีที่แล้ว +1

    Just wow!! The way you explained was amazingly mind blowing 👍

    • @statquest
      @statquest  2 ปีที่แล้ว +1

      Thank you so much 😀

  • @GravityGrid
    @GravityGrid 4 ปีที่แล้ว +3

    This video is amazing! Every thing make sense!

    • @statquest
      @statquest  4 ปีที่แล้ว +1

      Thank you! :)

  • @rohanthomas5434
    @rohanthomas5434 ปีที่แล้ว +1

    It was really helpful and intuitive. Felt good.

  • @kanundash
    @kanundash 3 ปีที่แล้ว +1

    Love you

    • @statquest
      @statquest  3 ปีที่แล้ว

      Glad I could help!

  • @alanvillapando8821
    @alanvillapando8821 ปีที่แล้ว +1

    Dude, your videos are great! Thanks a lot for the tutorials!

    • @statquest
      @statquest  ปีที่แล้ว

      Glad you like them!

  • @TheAabbccddee12345
    @TheAabbccddee12345 ปีที่แล้ว +1

    was waiting for the BAM, got the BAM. Today was a good day.

  • @katarzynaciesla4566
    @katarzynaciesla4566 5 ปีที่แล้ว +1

    Thank you so much! Please continue your great job!!!

  • @zeio-nara
    @zeio-nara 5 ปีที่แล้ว +1

    Greatly explained! Thank you very much

    • @statquest
      @statquest  5 ปีที่แล้ว

      Thank you! :)

  • @kiqmiq
    @kiqmiq ปีที่แล้ว +1

    Lifesaver! So well explained!

    • @statquest
      @statquest  ปีที่แล้ว

      Glad it helped!

  • @yiqiongxiao5255
    @yiqiongxiao5255 5 ปีที่แล้ว +2

    Amazing video. everything well explained! im so glad i found this on youtube...uGH wish my uni prof is half as good

  • @RastafarianRussian
    @RastafarianRussian 2 ปีที่แล้ว +2

    I had a lot of bam! moments watching this video. Thank you!

  • @anashaat95
    @anashaat95 ปีที่แล้ว +1

    Very clear explanation. Thanks a lot.

  • @SriHarshaBolisetti
    @SriHarshaBolisetti 3 ปีที่แล้ว +2

    I cannot believe I prefer watching your videos over Netflix. I am learning to love Stats!

    • @statquest
      @statquest  3 ปีที่แล้ว +1

      TRIPLE BAM!!! And thank you for supporting me.

  • @Lsazeh
    @Lsazeh 2 ปีที่แล้ว +1

    Again thank you so much for explaining this so simply

    • @statquest
      @statquest  2 ปีที่แล้ว

      Glad it was helpful!

  • @danielchacreton2401
    @danielchacreton2401 2 ปีที่แล้ว +1

    Fantastic as always.

  • @mohsenpourjam6260
    @mohsenpourjam6260 5 ปีที่แล้ว +2

    Guys you're fantastic, always a recommendation

  • @vaibhavpandey7398
    @vaibhavpandey7398 ปีที่แล้ว +1

    Wow wat an explanation. Teaching the real use is of highest value. Please make more videos. M eagerly waiting.

    • @statquest
      @statquest  ปีที่แล้ว

      Thank you very much! :)

  • @kf2606
    @kf2606 3 ปีที่แล้ว +1

    'Fanta'stic explanation! Loved the way you broke down the daunting equation and made it look simple.

  • @user-cf4lq1ir6p
    @user-cf4lq1ir6p 8 หลายเดือนก่อน +1

    I just want to sincerely THANK YOU for not coming up with another example using coins, a deck of cards, and dice!

    • @statquest
      @statquest  8 หลายเดือนก่อน

      bam! :)

  • @aria124
    @aria124 5 ปีที่แล้ว +2

    Dzang, thank you so very much

  • @abeerali3165
    @abeerali3165 5 ปีที่แล้ว

    it's realy realy realy great explanation ... thanks

  • @anandm6357
    @anandm6357 2 ปีที่แล้ว +1

    Best explanation, Josh. Great work. Love from India.

  • @urjaswitayadav3188
    @urjaswitayadav3188 5 ปีที่แล้ว +1

    Great video. Thanks for this!

    • @statquest
      @statquest  5 ปีที่แล้ว

      You're welcome! :)

  • @angadibharath5868
    @angadibharath5868 3 ปีที่แล้ว +1

    Great explanation

  • @earn4190
    @earn4190 3 ปีที่แล้ว +1

    The best explanation!

  • @aezaa_
    @aezaa_ 7 หลายเดือนก่อน +1

    Bro you don’t understand how much this video helped me 😭 I’m a homeschooler who’s in 9th grade and this was the work my mom gave me for today. Since I plan on taking college classes very soon, she wants to get me started on harder math problems. I was literally on the verge of tears while trying to use the nasty looking way for this. Thank you

    • @statquest
      @statquest  7 หลายเดือนก่อน +1

      Happy to help! :)

  • @BiranchiNarayanNayak
    @BiranchiNarayanNayak 3 ปีที่แล้ว +1

    Excellent... i loved the explanation.

  • @soldadopreciso
    @soldadopreciso 4 ปีที่แล้ว +1

    thanks pal, very useful explanation, greetings from Ecuador.

    • @statquest
      @statquest  4 ปีที่แล้ว

      Thank you very much! :)

  • @jessalinnguyen1504
    @jessalinnguyen1504 ปีที่แล้ว +1

    Thank you! This helped so much

    • @statquest
      @statquest  ปีที่แล้ว

      Glad it helped!

  • @aditisoni2600
    @aditisoni2600 2 ปีที่แล้ว +1

    Awesome👏👏 just loved it

    • @statquest
      @statquest  2 ปีที่แล้ว

      Thank you so much 😀!

  • @ymighty001
    @ymighty001 3 ปีที่แล้ว +1

    Oh god, this video is FUN.
    I need this!

  • @user-kl5st5uw2j
    @user-kl5st5uw2j 3 ปีที่แล้ว +1

    wow! that's very clear and easy
    thank you

    • @statquest
      @statquest  3 ปีที่แล้ว

      You are welcome!

  • @komaleshwarirani3731
    @komaleshwarirani3731 3 ปีที่แล้ว +1

    Your Bam hits!! thanks for clearly explaining statistical lingos.

    • @statquest
      @statquest  3 ปีที่แล้ว

      Thank you very much! :)

  • @avinashcm
    @avinashcm ปีที่แล้ว +2

    Hey josh! Your doing a great job!!

  • @Zzzooooppp
    @Zzzooooppp 5 ปีที่แล้ว +1

    Thanks for more videos!

    • @statquest
      @statquest  5 ปีที่แล้ว

      My pleasure! :)

  • @oliverkavanagh33
    @oliverkavanagh33 ปีที่แล้ว +1

    You’re a life saver man :)

  • @adnantarmizi6240
    @adnantarmizi6240 2 ปีที่แล้ว +1

    Great content as always

  • @MiguelSousapiano
    @MiguelSousapiano 3 ปีที่แล้ว +1

    this is very helpful, thank you!

    • @statquest
      @statquest  3 ปีที่แล้ว

      Glad it was helpful!

  • @emiya_muljomdaoo
    @emiya_muljomdaoo 5 ปีที่แล้ว +1

    great video, thank you!

    • @statquest
      @statquest  5 ปีที่แล้ว

      You're welcome! :)

  • @jeevanmarg
    @jeevanmarg 3 ปีที่แล้ว +2

    Just came to hear your intro song. I can't decide whether your Intro song is better or the actual content of the video. Awesome.

  • @user-qo4jp6iq4t
    @user-qo4jp6iq4t 6 หลายเดือนก่อน +1

    @StatQuest , You really know how to ex'plain Statistic and Math Very Wll, You are Amazing.

    • @statquest
      @statquest  6 หลายเดือนก่อน

      Thanks!

  • @jollyhateli5297
    @jollyhateli5297 2 ปีที่แล้ว +1

    Great work sir .. I loved the way you teach us .. mind blowing ❤❤❤

    • @statquest
      @statquest  2 ปีที่แล้ว

      Thank you very much! :)

  • @kaczucha3able
    @kaczucha3able 2 ปีที่แล้ว +1

    StatQuest you're awesome!

  • @dhirenderpratapsingh5858
    @dhirenderpratapsingh5858 3 ปีที่แล้ว +1

    No words to say thank you

    • @statquest
      @statquest  3 ปีที่แล้ว

      Most welcome 😊

  • @mayankbhatt1308
    @mayankbhatt1308 ปีที่แล้ว +1

    Oh my man, Oh my man, i just dont know how to thank you, i just dont know how to thank you....let me be a living proof of it....the videos you have made are so well corelated that the moment you explain something new in new video my brain automatically knows, goes and wanders to all those past videos where it need to go to have a recall....its so good....thank u thank u thank u

    • @statquest
      @statquest  ปีที่แล้ว +1

      Glad I could help!

  • @dipeshrathore8842
    @dipeshrathore8842 ปีที่แล้ว +1

    God! Your Channel is just Awesome!! ♥
    And the Fun Way of Explaining with 🤩wonderful Examples.
    You Got me Folks 😊

    • @statquest
      @statquest  ปีที่แล้ว

      Thank you! 😃

  • @imdadood5705
    @imdadood5705 2 ปีที่แล้ว +1

    I don’t if my opinion is inversely correlated to yours. But statquest is not cool…..
    It is the coolest in the entire statistics universe found on TH-cam.

  • @DreamCodeLove
    @DreamCodeLove 4 ปีที่แล้ว +3

    Plz do a series on Bayesian statistics...

  • @poojapurohit1461
    @poojapurohit1461 3 ปีที่แล้ว +1

    I get this really well first time👍🏻

  • @nirajkc224
    @nirajkc224 3 ปีที่แล้ว +1

    I never had dreamt statistics would be this interesting ! BAM...

  • @linalovesyou
    @linalovesyou 4 ปีที่แล้ว +1

    I JUST GOT IT. Thank you, internet statistics angel

  • @soumojitchowdhury
    @soumojitchowdhury 4 ปีที่แล้ว +1

    BAM. My favorite YT channel. :)

    • @statquest
      @statquest  4 ปีที่แล้ว

      Hooray! Thank you very much! :)

  • @sachincw
    @sachincw 4 ปีที่แล้ว +2

    Thank you so much!

    • @statquest
      @statquest  4 ปีที่แล้ว

      Glad it helped!

  • @maessonmlo
    @maessonmlo หลายเดือนก่อน +1

    Excellent explanation. See you!

    • @statquest
      @statquest  หลายเดือนก่อน

      :)

  • @Cleisthenes2
    @Cleisthenes2 หลายเดือนก่อน +2

    clearest explanation I've found. Also, grape Fanta

    • @statquest
      @statquest  หลายเดือนก่อน

      bam! :)

  • @vilayatkhan331
    @vilayatkhan331 5 ปีที่แล้ว +2

    I hit the like button in the first 20 seconds of the video!

  • @ertugruledits3349
    @ertugruledits3349 19 วันที่ผ่านมา +1

    BAM!:) you are our exam saviour 😅

    • @statquest
      @statquest  19 วันที่ผ่านมา

      Good luck!

  • @AnkushSharma-zv5hv
    @AnkushSharma-zv5hv 4 ปีที่แล้ว +2

    thank you for the video

  • @redcat7467
    @redcat7467 3 ปีที่แล้ว +1

    That moment where you randomly looking for someone to explain you binomial distribution and out of blue you click on some sodas videos and it turns out to be StatQuest video so now you can be sure you will'be explained the material well so you can invest saved time into procrastinating while buying some third party drink that doesn't fit into the model unless we deny any Fanta but the true one. BAM!

  • @saravanansupramaniam4982
    @saravanansupramaniam4982 3 ปีที่แล้ว +1

    well explained

  • @dhirenderpratapsingh5858
    @dhirenderpratapsingh5858 3 ปีที่แล้ว +1

    Best video on earth

    • @statquest
      @statquest  3 ปีที่แล้ว

      Thank you! :)

  • @aoihana1042
    @aoihana1042 4 ปีที่แล้ว +1

    I love you Josh!😍😍😍 Thank you

    • @statquest
      @statquest  4 ปีที่แล้ว

      Awesome! Thank you! :)

  • @revolution77N
    @revolution77N ปีที่แล้ว +1

    Thanks!

    • @statquest
      @statquest  ปีที่แล้ว +1

      Hooray!!! Thank you so much for supporting StatQuest!!! BAM! :)

  • @jonathanhood1320
    @jonathanhood1320 2 ปีที่แล้ว +1

    Thank you

  • @CarlosAguilar-tu4mh
    @CarlosAguilar-tu4mh 3 ปีที่แล้ว +1

    This is a damn good video. Thank you!

  • @yashdhanwani8808
    @yashdhanwani8808 3 ปีที่แล้ว +1

    Thank you sir

  • @larissacury7714
    @larissacury7714 ปีที่แล้ว +1

    thank you!!!

    • @statquest
      @statquest  ปีที่แล้ว +1

      You're welcome!