Intro to Hypothesis Testing in Statistics - Hypothesis Testing Statistics Problems & Examples

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  • Опубліковано 13 січ 2025

КОМЕНТАРІ • 2 тис.

  • @fajjarbabar
    @fajjarbabar Рік тому +306

    Sir, you posted this video 8 years ago when I was probably in school. and now here I am 8 years later in uni and this video is LITERALLY A BLESSING. Please continue the good work that you're doing. May god bless you.

  • @nathanbab9447
    @nathanbab9447 8 років тому +3023

    People like you, are solely best for the world for what you do! Excellent. Please do not stop. You don't know how much of us appreciate your work. Bless you.

    • @HiyaMalaika
      @HiyaMalaika 7 років тому +64

      this sounds like the gratitude of a student before an exam lol because I know I'm grateful

    • @anshuman5554
      @anshuman5554 6 років тому +5

      Exam fear! lol

    • @edwintatum5963
      @edwintatum5963 6 років тому +24

      This is absolutely me a day before a final! I’ve been touched by an angel lol. Bless you sir...

    • @TheRealSelDemMil
      @TheRealSelDemMil 6 років тому +4

      Wow this is me...the day of the test

    • @abhijeetsharma6624
      @abhijeetsharma6624 5 років тому +1

      Bsdk...tu bhi English kam bol..Tera bhi zyada ho Raha hai

  • @kashemvai5025
    @kashemvai5025 8 років тому +1603

    youre not the hero we deserve,
    youre the hero we need.

    • @hakanoner1995
      @hakanoner1995 6 років тому +20

      Math Knight Rises

    • @JAM_BI
      @JAM_BI 6 років тому +15

      *You're not the hero we deserve,
      *You're the hero we need.

    • @pareksh
      @pareksh 5 років тому

      ua-cam.com/video/SwlAbYS61pE/v-deo.html try this out! hypothesis testing

    • @xiongly435
      @xiongly435 4 роки тому

      comprehension is important in statistic o...O good catch! :P

    • @amenmengistie
      @amenmengistie 3 роки тому

      Comon man it is good rather...go on me

  • @theAFCproject
    @theAFCproject 4 роки тому +1312

    Why is it that I pay thousands of dollars to be taught this, but always end up learning it from free youtube videos? Gotta love it

    • @cauriejc
      @cauriejc 3 роки тому +11

      right???

    • @luisdiaz8474
      @luisdiaz8474 2 роки тому +32

      Because.... capitalism

    • @esdrassacalxot2097
      @esdrassacalxot2097 2 роки тому +49

      Just to get your piece of paper bro that’s why.

    • @rdubb2060
      @rdubb2060 2 роки тому +5

      Same.

    • @Malik-xb5wz
      @Malik-xb5wz 2 роки тому +5

      Use all available resources you have including this video u weasel

  • @rheaa-menon
    @rheaa-menon 3 роки тому +395

    I'm almost close to tears. I have an atrocious teacher for statistics and you've saved my life. Thank you so much.

    • @weeroddy92
      @weeroddy92 3 роки тому +9

      Sameeee. This guy saved my life

    • @warpdrive9229
      @warpdrive9229 3 роки тому +5

      Holy cow! Same man! Professors here in India as dogshit!

    • @forbes_14
      @forbes_14 3 роки тому +6

      Same here daaaamn

    • @confidential303
      @confidential303 3 роки тому +5

      I already graudated but i like to refresh thing and he is absolutely right ...having a good teacher is a blessing... maybe we should open a forum where we can ask questions if someone is stuck

    • @anantambisht4895
      @anantambisht4895 3 роки тому

      Hii can you pls teach me stats , I am having breakdown because of this

  • @nazifataha8868
    @nazifataha8868 4 роки тому +152

    When we all feel clueless, we need a savior and that is you. Even six years later, this is shedding light on my mind

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    • @thegreatgoddess9149
      @thegreatgoddess9149 3 роки тому

      I was thinking the same. This guy helped me get an excellent grade in my high school final exam 6-7 years ago

  • @nemathassnain8522
    @nemathassnain8522 9 років тому +372

    you should be teaching all university/ college professors how to teach their students. You are AWSOME!

    • @herohondavikas
      @herohondavikas 6 років тому +1

      ua-cam.com/video/R1s-KKHPMVU/v-deo.html

    • @ivywangari1492
      @ivywangari1492 5 років тому

      So true

    • @xiongly435
      @xiongly435 4 роки тому

      some teachers are as good as he is! O...o just never seen a statistic teacher that godly lol

  • @rebeccaryan1779
    @rebeccaryan1779 8 років тому +436

    I have been a teacher for 10 years at the HS and College levels. You have a fantastic way of explaining and also doing so in a beautiful, relaxed voice. Very enjoyable!

  • @n.ele23
    @n.ele23 2 роки тому +31

    This channel has done more for me than my lecturers & tutors ever could. I failed my IntroStats course twice using only lecture material, then I found these videos last semester the three days before my midterm, and this channel got me up to a 70% average.

  • @MrCompenso
    @MrCompenso 4 роки тому +96

    6 minutes in and I already have a much better understanding. Professors are really hit or miss sometimes and having people like you that help is honestly a god send. THANK YOU.

    • @landonfulcher1414
      @landonfulcher1414 2 роки тому +3

      I decided to look at the comments at 6:30 to see if other people felt the same way.

  • @evertmcqueen
    @evertmcqueen 8 років тому +282

    The ability to teach rather than simple present is what makes a great teacher. You aced my friend.

    • @Aikman94
      @Aikman94 5 років тому +5

      He is an amazing professor. I love his straight-forward explanations.

    • @quaxky326
      @quaxky326 4 роки тому +2

      Agreed.

  • @annabelspresence2443
    @annabelspresence2443 7 років тому +76

    you sir, are a well deserved teacher. i'm not proud to say that i failed my Econometric exam cos i understood nothing at all in class (hypothesis testing) but now, after what i just learnt from you,i'm proud to say that i'm gonna have very good grade when i rewrite it next two weeks. Thanks to you. Right now, i'm like; ''omg it's not difficult!''

    • @danielebianchi386
      @danielebianchi386 5 років тому +8

      Fail an exam is not a tragedy. Best of luck for your career and thank you to the Professor for his great lessons.

  • @thaianle4623
    @thaianle4623 4 роки тому +6

    I rarely comment on youtube, but after crunching a few (probably a lot) of articles about Null Hypothesis, I have to say that: This is the best explanation so far. By giving a simple but relevant example, understanding the concept still requires some effort but much easier.

  • @dwilliamhood
    @dwilliamhood 3 роки тому +3

    Why does everybody talk about hypothesis testing (books and videos alike) without telling new learners know what a hypothesis is from a statistics perspective??? Thank you for FINALLY being one who makes it clear. This helps dramatically with the cognitive aspects of learning. Kudos!!!

  • @zena101562
    @zena101562 4 роки тому +40

    Professor, Thank you for making this so easy to understand. Please don't stop teaching us it is refreshing that you don't assume that we know each step. Going through each step is the key to understanding this concept thoroughly.

  • @moinaction
    @moinaction 5 років тому +112

    Sir, I am pleased to tell you that you're in the right profession, teaching is you and you're a teacher. I enjoyed listening to how you break complex terms down to what anyone can absorb. Thanks for doing what you do best

  • @MrGangstNerd
    @MrGangstNerd 8 років тому +83

    Had this class online and didn't understand a single thing. Now my final's coming up and I'm disappointed that this simple material was causing me so much grief. Thanks for the enlightenment!

  • @momon8738
    @momon8738 5 років тому +9

    I'm an engineering student who fails engineering statistics and in a brink of failing again because of this, but your explanation is really good. I think I get an idea about how it works. Awesome, I can't believe video with this quality is free! Please do more and I really think students worldwide will appreciate it

  • @MDMAx
    @MDMAx 2 роки тому +1

    I don't know if you care or ever read comments under your old videos, but thank you all these years later.
    I decided to learn statistics and you are my light at the end of my tunnel of ignorance.

  • @Maliciousjellybean
    @Maliciousjellybean 2 роки тому +15

    Bless your soul. Thank you for the help! I have a test tomorrow and i was still struggling to understand this. Wish more stats teachers were like you because u explained so well that I didn't end up lost.

  • @laraalshaikh1589
    @laraalshaikh1589 8 років тому +201

    you sir is a true legend. very well explained.. cant thank you enough for making me understand this obstacle i had with hypothesis.

  • @winxbloom7552
    @winxbloom7552 7 років тому +345

    I learned more in a 23 minutes video than what I learned in an hour in my class.

  • @amandagura8711
    @amandagura8711 5 років тому +3

    I could not understand my 1 1/2 lecture on hypothesis testing today. I go on UA-cam and watch your 20 minute video and instantly understand everything! Thank you so much!

  • @kevinsoetaman9660
    @kevinsoetaman9660 10 місяців тому +2

    Thank you sir your explanation is quick, clear, and understandable, rather than my professor, Now I am more confident in this topic.

  • @meganhill4773
    @meganhill4773 Місяць тому

    This man has saved me. I downloaded the app and watched all of his videos for statistics. He breaks everything down so well. 25 bucks a month is a cheap price to pay when I’ve paid 1000 dollars for a course with no lectures. I had no hope of passing without his videos.

  • @TheRenzer9
    @TheRenzer9 5 років тому +19

    BEING a teacher and WORKING as a teacher are two extremely different aspects.
    Sir, you ARE a teacher, and the way you explain is enough to tell me that you live every moment of your work you have dedicated yourself towards.
    Love and huge respect !

  • @arielrz7612
    @arielrz7612 4 роки тому +4

    This is super helpful! What took you about 25 minutes to explain took me three hours to try to read in my textbook. Your explanation actually made sense. Thank you so much!

  • @constantinkiryakidis4546
    @constantinkiryakidis4546 4 роки тому +7

    I never comment, and rarely ever purchase anything online.But you truly are AMAZING, and the best teacher / professor i've ever had. Your courses are well worth the price and then some! Thank you for explaining concepts in such a down to earth and simple manner.

  • @omaraldulaijan270
    @omaraldulaijan270 5 років тому +14

    Teaching is not something you do, it is something you are. Keep up the good work!

    • @MathAndScience
      @MathAndScience  5 років тому +1

      Thanks so much!

    • @landonfulcher1414
      @landonfulcher1414 2 роки тому +1

      @@MathAndScience you might as well be a therapist. The stress and anxiety I had about my test this week was almost immediately resolved after watching two of your videos.

  • @MrHugoTaz
    @MrHugoTaz 4 роки тому +29

    What a generous act of sharing all this knowledge. What an explanation, what a teacher! Thank you so much for this.

  • @anshumanbora1739
    @anshumanbora1739 7 років тому +32

    Once in a while I come across a video and I think "Wow, what a teacher !". This is one of them.

    • @aelfredmaizi
      @aelfredmaizi 3 роки тому

      Indeed great job is being done

  • @dyechandler
    @dyechandler 8 років тому +26

    Ive gone through quite a few videos on statistics and I found this to be the most helpful. Thanks

  • @khoa6505
    @khoa6505 2 роки тому +8

    I love how you break complex things down into small pieces, very detail and easy to understand. Thank you very much! Please keep your great work!!!

  • @jiewuzheng2704
    @jiewuzheng2704 3 роки тому +2

    the best teacher in the world, and way better teaching than the textbook. Most knowledgeable teacher I've ever seen. No logical leap in your teaching is very different from others, which is understandable to new learners. Thank you.

  • @okechukwuegbuziem4708
    @okechukwuegbuziem4708 3 роки тому +2

    I am about to take a statistics class this summer, and watching this video is a great step forward for me. I think that those who are going to be taking a statistic class need watch your videos

  • @sunnyyoda5511
    @sunnyyoda5511 6 років тому +7

    I love how he summarizes everything in the end! It is like GOLD!

    • @LM-he7eb
      @LM-he7eb 4 роки тому

      Sunny Yoda
      Haven’t reached the end yet, but I agree.
      Based on what I’ve seen so far

  • @TinyMaths
    @TinyMaths 5 років тому +5

    This is starting to be the number 1 place I come to when I am struggling to get a conceptual grasp of some mathematical subject. By taking the abstract and explaining it using some of the simplest every day situations that the average person can identify with and easily understand, you've made approaching some intimidating subjects far less daunting.

  • @promer4690
    @promer4690 Рік тому +3

    Finally someone whose English I can understand is teaching it.

    • @familians
      @familians Рік тому

      Another great video about hypothesis testing
      ua-cam.com/video/J15HoYC-axg/v-deo.html

  • @joannfagen4457
    @joannfagen4457 2 роки тому +1

    This channel is the best in clarity and ability to keep a student’s focus and curiosity to “listen and learn.” Some teachers have a natural ability directed for teaching others, and this man has it.

  • @liberatambua7271
    @liberatambua7271 3 роки тому

    I've read so many definitions of null and alternate hypotheses, and after two weeks of not knowing what is what, I can finally say that I am enlightened. This is amazing, to be honest.

  • @mokgadimahasha7219
    @mokgadimahasha7219 2 місяці тому +74

    Who's here in 2024?😊

  • @Westriesthingz
    @Westriesthingz 4 роки тому +7

    This video didn’t even feel like 20 minutes, Thank you so much!

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    @mustafamuhyadin9177 5 років тому +698

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    • @RayRodriguezLV
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      @i cry in aprilits free

    • @gobyg-major2057
      @gobyg-major2057 4 роки тому

      i cry in april not really but nice try tho.....

    • @marielaroche2413
      @marielaroche2413 4 роки тому +4

      right! and paying 600 for the course that i can't even understand anything from.

    • @Doingstuff56789
      @Doingstuff56789 4 роки тому

      @@marielaroche2413 this is correct

  • @tangelaclements9258
    @tangelaclements9258 Рік тому +1

    Thank you sooo much for this lesson. I have been in a statistics for 14 weeks and something finally makes sense!!!! Thank yu for breaking down this lesson!!!!

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    @lodsonalmeida1099 8 років тому +13

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  • @PaperMonsterStudio
    @PaperMonsterStudio 6 років тому +4

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    @ahbabhussain4499 2 роки тому

    I could not understand the 30 minutes lecture of my professor regarding this content but your video made this concept as clear as transparent. Hats off

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  • @MichelleRobledolatraviesa73
    @MichelleRobledolatraviesa73 2 роки тому

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    @Estebanfrancobedoya 10 років тому +5

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    • @electric-fire21
      @electric-fire21 9 років тому

      "Null with the classes I had" Lol Idk if there was a pun intended there or not but that's funny

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    @juyoungjung9267 4 роки тому +4

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  • @Mizfit_
    @Mizfit_ 2 роки тому +4

    I am upset I found your videos so late into my intro to statistics class 😔, You went so in depth while my professor just gave us handouts and solved the problems in class and have youtube videos posted of her again solving them 😒.. Not even explaining the significance of it. Thank youuuu again :)

  • @JEID-fb2fn
    @JEID-fb2fn 3 місяці тому

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    @vaibhavbutti134 8 років тому +14

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    @Abhishek-kg3jr 2 роки тому +8

    Professor is a gift from god. Thank you 🙏🙏🙏🙏

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    @user-cq7tc9nl5s 3 роки тому +5

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  • @tuvu1166
    @tuvu1166 3 роки тому

    Hats off to you sir. I’ve spent like hours and hours on this topic reading the textbook and it doesn’t help me at all. Thank you so much.

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    @hannahberry1679 5 років тому +7

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  • @icelab1394
    @icelab1394 9 років тому +21

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    @anishkhanal1917 9 років тому +82

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    • @ivsh7963
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      @b.k.1925 7 років тому

      lol. I can see the resemblance!

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      @monicarutanhira8896 7 років тому +1

      at first l thought it was him

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      @shankarlimbu3423 6 років тому

      anish kharel .. Kun level ho timro ?

  • @katelinpegg8615
    @katelinpegg8615 4 роки тому

    Current undergrad senior taking stats online right now (which means I'm teaching it to myself) in this COVID mess. You've saved my life! This has been the best resource to help me in my studies so far. THANK YOU!

  • @Muhammad-m9s
    @Muhammad-m9s 12 днів тому

    Sir I'm watching your video after 10 years from its release date. Your way of making us understand these complex topics are absolutely phenomenal. Keep up the Good Work, and we hope you get the reward for this :)

  • @jonyb0b13
    @jonyb0b13 9 років тому +6

    Beautiful. Simply beautiful. I understood everything you said. Thank you kind sir.

  • @brandonthomas7698
    @brandonthomas7698 6 років тому +9

    I have my stats final tomorrow morning, wish me luck and good luck to everyone in the same boat as me.

  • @dasca5474
    @dasca5474 8 років тому +14

    Thanks for the descriptive explanataion very helpful

  • @jhaleshjhoomuck8768
    @jhaleshjhoomuck8768 3 роки тому +1

    Thank you Professor. I admire your teaching. It's only now I see this video is from 2014. Your work will never die. You are helping so many people. Thank you

  • @Dynamite_mohit
    @Dynamite_mohit 4 роки тому

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    @cassandracastle8756 8 років тому +4

    Even though it was in math, but it provided what I needed to know medical, and it came to what the doctor had said I figure it was do testing and study. it was great even though I was not doing it for math, I found just what I wanted medical. Great !
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  • @hasopum749
    @hasopum749 9 років тому +4

    why did I not see this before? Thank you. You are amazing !

  • @michaelcooper2840
    @michaelcooper2840 5 років тому +5

    Wish I had you as my maths teacher at school. 😂
    You're great.

  • @MedeaNikolaishvili
    @MedeaNikolaishvili 21 день тому

    Finally, I understood what my teacher was yapping about. Huge thanks from Sweden! 🇸🇪

  • @tuananhngyen2985
    @tuananhngyen2985 Рік тому

    holy moly. I have been struggling with this concept for few weeks now. Tons of video on youtube have been listed in my history but not going anywhere until I watch this video. It was like: Eureka!! Simple explanation with pen and paper, no fancy illustration or animation but still nailed it. Thanks a lot Math & Science team

  • @andreytkachenko1398
    @andreytkachenko1398 9 років тому +20

    You are the teacher of the century!
    Thank you for helping such stupid people like me ;)

    • @sapnanayak1453
      @sapnanayak1453 4 роки тому

      You are not stupid. People who call themselves professors and teachers but don't know how to actually teach and the attitude they have that a student should already know these things is what makes us think we're idiots.

  • @quangly4482
    @quangly4482 5 років тому +27

    "The sun could be a movie projection", remember that could the next thing after flat earthers.

  • @rafikmohamad458
    @rafikmohamad458 9 років тому +5

    Excellent introduction to Hypothesis Test

  • @yvonnebanks4551
    @yvonnebanks4551 Рік тому +1

    I'm happy I came across your teachings. I've been struggling to understand statistics which is hindering my career aspirations of becoming a statistician. Your teachings are easy to digest and retain. I'm beginning to love stats. Thank you!

  • @tangreen
    @tangreen 2 місяці тому +1

    GOD BLESS YOU seriously!! Now we can delete all of the other videos made on this subject, I mean it! They are just a waste of space on some servers. I mean, for the beginner level of course: when you put the word INTRO to your video's title, this is where it supposed to begin. all of the other videos assumes some level of previous knowledge, which I do not have because I am very new at this.
    This video is the one!🙏🙏🙏🙏🙏🙏🙏🙏

  • @Galmion
    @Galmion 9 років тому +9

    It's very well done and explained, but... I wish it was also finished. you must now calculate the critical value and compare it to your test statistic or none of this has any use at all.

  • @freddykido6067
    @freddykido6067 9 років тому +5

    Brilliant. I love listening to you!!

  • @OnlyMeChanics
    @OnlyMeChanics 6 років тому +44

    Not all heroes wear cape
    Thanks a lot

  • @thetrendingworld6286
    @thetrendingworld6286 4 роки тому

    Six years later and I still get the previledge to enjoy your teaching. To run through your solutions. That's awesome.

  • @yussufnoor1160
    @yussufnoor1160 3 роки тому

    I honestly and sincerely never seen such simplified statistics in such an easy way this man deserves a noble prize

  • @nicathesenli5178
    @nicathesenli5178 2 роки тому +7

    excellent explanation, thanks a million

  • @winterland3253
    @winterland3253 4 роки тому +3

    Watching these an hour before my stats exam. Wish me luck boys

  • @nazmiezyferi554
    @nazmiezyferi554 9 років тому +7

    GREAT EXPLANATION!!!

  • @vatsal_gamit
    @vatsal_gamit 4 роки тому

    for the world you might be a Teacher but for your Students YOU ARE A HERO

  • @rish9373
    @rish9373 2 роки тому

    THANK YOU! I was close to tears because of not understanding but hearing your explanation, makes me close to tears because my chest feels a little lighter.

  • @bienouanrasy301
    @bienouanrasy301 9 років тому +8

    MAY GOD BLESS YOU.

  • @abidgujjar1150
    @abidgujjar1150 2 роки тому +11

    Our religion ISLAMsays that every person who teach you even a word is your teacher you should respect this person so you are my teacher sir giiii😇

  • @boruhuqa8009
    @boruhuqa8009 2 роки тому +3

    wonderfully delivered

  • @ShubhSharma-c6g
    @ShubhSharma-c6g 9 місяців тому

    never been a stats student in my life date nut somehow i cleared the one of the toughest aptitiude test in the country and got the call from the top college for their mba in analytics program . learning all concepts from you one night prior to the interview . its like you are dirctly ouring every concept in my head
    thank you sir
    lots of love and respect from INDIA.

  • @user-zj9pq5xc7x
    @user-zj9pq5xc7x Місяць тому

    just 1 minute into the video, and you've already made this topic seem interesting and worth studying! thanks

  • @BM-xt9wq
    @BM-xt9wq 9 років тому +62

    better then my shitty stats teacher im struggling from his attempt of explaining this

    • @brightbaidenjnr2479
      @brightbaidenjnr2479 7 років тому

      Thanks

    • @effrahashraf4898
      @effrahashraf4898 7 років тому +1

      hahaha i can totally understand your case my teacher makes it hell boring that i am unable to pick anything in his lecture of stats

    • @MasinaTai86
      @MasinaTai86 7 років тому +1

      He is an understanding, humble/(normal..not narccy) and effective teacher which makes him a great asset in any place he teaches.