Chi-Square Tests: Crash Course Statistics #29

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  • เผยแพร่เมื่อ 8 ม.ค. 2025

ความคิดเห็น • 163

  • @BobSmith-pl6sm
    @BobSmith-pl6sm 4 ปีที่แล้ว +943

    Idk why this is so difficult. The math isn't hard, it's just the process and logic that really messes with my brain 😭

  • @PranavViswanathan
    @PranavViswanathan 6 ปีที่แล้ว +546

    Every AP Bio student quaking

    • @carsonchiem145
      @carsonchiem145 6 ปีที่แล้ว +10

      FACTS

    • @kenxiong9856
      @kenxiong9856 5 ปีที่แล้ว +16

      IB :)

    • @pantasticlaire3966
      @pantasticlaire3966 5 ปีที่แล้ว +19

      IB bio hère, haven’t done this in quite a bit and paper three is in two hours ish

    • @Kaseus-lq7cj
      @Kaseus-lq7cj 5 ปีที่แล้ว +1

      A2 stud here XD

    • @Noncyclic
      @Noncyclic 4 ปีที่แล้ว +1

      YES OML

  • @amansamad5172
    @amansamad5172 5 ปีที่แล้ว +660

    Bro i feel even dumber after this video wtf

    • @annasimone7780
      @annasimone7780 5 ปีที่แล้ว +18

      same, bro

    • @JBX07
      @JBX07 4 ปีที่แล้ว +33

      I didn't get it either and not getting it made me sad.

    • @graceyudha
      @graceyudha 4 ปีที่แล้ว +13

      same here

  • @shaaaaaalalalaaaaaa
    @shaaaaaalalalaaaaaa 5 ปีที่แล้ว +108

    Bro i guess i should just stick to biology crash course. This one flew right of my head

  • @dandanthedandan7558
    @dandanthedandan7558 5 ปีที่แล้ว +110

    6:58 I had to repeat this part cause I was taken aback by the unexpectedly large number of people who like pineapple on pizza and couldn't focus on what she was saying.

  • @gaxperson3258
    @gaxperson3258 6 ปีที่แล้ว +190

    This is CrashCourse's 1000th video.

    • @mX-vx9kc
      @mX-vx9kc 6 ปีที่แล้ว +5

      Is it? I wonder..

  • @Psd863
    @Psd863 6 ปีที่แล้ว +147

    Well done Crash Course on uploading your 1000th video! Seemed statistically significany enough to point out :P Thanks for the wealth of learning material you've provided to so many people around the world. Can't wait to see where the next 1000 will take us!

  • @Aa.oeti59
    @Aa.oeti59 5 ปีที่แล้ว +94

    An easier way to calculate the expectant frequencies is to use the equation (total of column * total of row)/ sample size. So (161 * 479) / 1000 = 77.12. The way they present it is confusing.

  • @marrane87
    @marrane87 6 ปีที่แล้ว +18

    Love ur content, im a peruvian physician taking a master in epidemiology , so biostatistics are a smash in our heads, ur videos are so useful!

  • @nawakalima2410
    @nawakalima2410 4 ปีที่แล้ว +79

    I followed you through the explanation and enjoyed it until the point where you determine whether to accept or reject the null hypothesis. It would be nice in future to show what you referred to when comparing the results of your chi-square test to determine whether it is above or below the critical value (i.e a chi-square table)

  • @chizpa305
    @chizpa305 6 ปีที่แล้ว +14

    Today I was precisely looking for a Chi square video explanation and I found this video (uploaded yesterday). We're entuned.

  • @benderbendingrofriguez3300
    @benderbendingrofriguez3300 5 ปีที่แล้ว +238

    who else would like the League of Lemur to be a real game?

  • @perseusgeorgiadis7821
    @perseusgeorgiadis7821 2 ปีที่แล้ว +4

    I gotta take my biostats midterm in, like, 5 minutes. Now I finally understand χ^2 tests 😂😂

  • @Levy957
    @Levy957 6 ปีที่แล้ว +4

    My favorite statistics series

  • @ruijietey4014
    @ruijietey4014 6 ปีที่แล้ว +51

    I wanna be a fighter lemur

  • @financeataglance8840
    @financeataglance8840 6 ปีที่แล้ว +13

    Another excellent video! Very well explained on a concept that is difficult for many students. The Chi Square test is used in finance too!

  • @blunteddful
    @blunteddful 6 ปีที่แล้ว +3

    Nice. Very helpful. This is exactly the statistical model I'm working with in my thesis.

  • @learnlearn8230
    @learnlearn8230 4 ปีที่แล้ว +4

    Very well explained. thanks for an amazing contribution. Things are really well related and narrated.

  • @tedgrove9412
    @tedgrove9412 ปีที่แล้ว +1

    This is an amazing explanation! Well done!

  • @이신우-k4u
    @이신우-k4u 2 ปีที่แล้ว +4

    Thank you so much.. Helped me understand chi sq test.
    So neatly organized too T^T thank you

  • @XxxFoxionzxxX
    @XxxFoxionzxxX 6 ปีที่แล้ว +4

    This was fantastic. Great work.

  • @ImaginaryEvil
    @ImaginaryEvil 2 ปีที่แล้ว +3

    This is really useful, and I'm definitely further forward than I was 15 minutes ago - I understand where the chi-square statistic comes from, but I don't get how to determine the P-value from that

  • @sonja9120
    @sonja9120 5 ปีที่แล้ว +3

    Thanks Adriene, you are a lifesaver!

  • @fatihataheya2718
    @fatihataheya2718 6 ปีที่แล้ว +13

    ANOVA and regression next pls

    • @aaronmarks9366
      @aaronmarks9366 5 ปีที่แล้ว +2

      My favorite statistics documentary series is PBS ANOVA

  • @garagelifestyle
    @garagelifestyle 4 ปีที่แล้ว +75

    bruh. why does she have to be so fast in stringing and saying statements that we have to digest to understand the concept... this is cooked. anxiety says no thanks.

  • @TalysAlankil
    @TalysAlankil 6 ปีที่แล้ว +3

    I'd play the hell out of League of Lemurs

  • @Lime-rr6te
    @Lime-rr6te 5 ปีที่แล้ว +3

    this video was very helpful and easy to understand, thank you

  • @mesplin3
    @mesplin3 6 ปีที่แล้ว +11

    When I read Wikipedia about statistics, there seems to be some political division between advocates of Bayes theorem and advocates of traditional statistics. Is this division an illusion?

    • @y__h
      @y__h 6 ปีที่แล้ว +5

      Oh you meant Bayesians vs Frequentists? It's basically kinda like Mathematicians vs Physicists, or Pi vs Tau.

    • @mesplin3
      @mesplin3 6 ปีที่แล้ว +3

      Right. There is no disagreement on the math, right? They may just the disagree on the interpretation.
      For example both parties would agree that chi squared distribution is appropriate for this situation, yes?

    • @OlleLindestad
      @OlleLindestad 6 ปีที่แล้ว +6

      Bayesians and frequentists like to use different methods, but there's also a sort of philosophical divide over how to think about hypotheses and probabilities. I recommend reading some stats blogs if you want to know more. Wikipedia's stats articles can be nigh-on impenetrable, but there are a lot of good and accessible stats bloggers on both sides of the Bayesian/frequentist divide.

  • @Johnjo85
    @Johnjo85 6 ปีที่แล้ว +16

    League of Lemurs, nice parody of HotS and DotA. ^_^

  • @EmmaToku
    @EmmaToku 4 ปีที่แล้ว +7

    How did you get the expected data?

  • @luiza1321
    @luiza1321 ปีที่แล้ว +1

    I skipped ahead when I saw the league of lemurs bc I thought it was an ad lol

  • @jeronimotamayolopera4834
    @jeronimotamayolopera4834 6 ปีที่แล้ว +1

    HAPPY FESTIVUS.

  • @kyrag4295
    @kyrag4295 5 ปีที่แล้ว +2

    One thing about the cat/dog owners. We would have to make sure no cat owner also owns a dog or vice versa, otherwise chi square is not mutually exclusive - there for not valid. Otherwise, love your videos!

  • @aimeegardner9736
    @aimeegardner9736 5 ปีที่แล้ว +3

    I still don't understand what exactly expected data is? Is it just what people expect to happen, or is it data based on previously carried out research?

  • @Edgelordess
    @Edgelordess 6 ปีที่แล้ว +12

    Leauge of Lemurs lol! XD What class do I choose if I wanna be a spell caster?

  • @cirusMEDIA
    @cirusMEDIA 5 ปีที่แล้ว +2

    *Fail to Reject* may not have been the best words to use. (without an explanation )

  • @sidzilpe9391
    @sidzilpe9391 6 ปีที่แล้ว +1

    Yay 1000th video of the CC series

  • @qqq_Peace
    @qqq_Peace 5 ปีที่แล้ว

    Brilliant video, thanks!

  • @ognjenjosifov126
    @ognjenjosifov126 8 หลายเดือนก่อน

    Thank you again ❤❤❤❤ ❤

  • @raiwood77
    @raiwood77 6 ปีที่แล้ว +87

    Who does this in A Level Biology🙋🏾‍♂️

    • @yuno9121
      @yuno9121 6 ปีที่แล้ว +1

      rai francisco no one

    • @iRiShKnIcKs2011
      @iRiShKnIcKs2011 6 ปีที่แล้ว +2

      Just finished A level biology this year, and we did do it 👆

    • @yuno9121
      @yuno9121 6 ปีที่แล้ว

      Shahmeer Hamid oh, I didn't know they taught it at a lvl biology. also how hard is a level biology your opinion

    • @khbye2411
      @khbye2411 6 ปีที่แล้ว

      Dihybrid crosses hahahaha

    • @cboaitey99
      @cboaitey99 6 ปีที่แล้ว

      We had to do it for A level geography too 😂

  • @AyushSingh-mv8sp
    @AyushSingh-mv8sp 6 ปีที่แล้ว

    A survey of 320 families with 5 children each revealed the following distribution: No. of boys 5 4 3 2 1 0 No. of girls 0 1 2 3 4 5 No. of families 14 56 110 88 40 12 Is the result consistent with hypothesis the male and female birth are equally probable?

  • @kayak0000
    @kayak0000 5 ปีที่แล้ว

    Ayayay! Box and whiskers plot at the back! *heart*

  • @KazuichiSoda.
    @KazuichiSoda. ปีที่แล้ว

    Now I want to play League of Lemurs XD

  • @ainmartinez8186
    @ainmartinez8186 4 ปีที่แล้ว +2

    BS psychology student here 😊🙋

  • @Heavy2deep
    @Heavy2deep 6 ปีที่แล้ว

    Always a pleasure

  • @pawtleopard
    @pawtleopard 6 ปีที่แล้ว +2

    Can you guys make an advanced statistics?

  • @audreyxiao6607
    @audreyxiao6607 5 ปีที่แล้ว

    Love this!

  • @dylanhritchuk2829
    @dylanhritchuk2829 6 ปีที่แล้ว +6

    Where was this video when I took Quantitative Methods last semester 😑

    • @TimberWulfIsHere
      @TimberWulfIsHere 4 ปีที่แล้ว

      you just do quatitative? bruh... my unit has both quantitiative and qualitative methodologies to study....

  • @bjarbj944
    @bjarbj944 5 ปีที่แล้ว

    Best video ever

  • @Lili.B1380
    @Lili.B1380 4 ปีที่แล้ว +9

    It a great video on statistical concept however, the presenter should talk and explain a bot slower! You are too fast to be understood Amazing Lady!

  • @BantamJJ
    @BantamJJ 6 ปีที่แล้ว +9

    where can I download this lemurs games pls

  • @alex_9504
    @alex_9504 6 ปีที่แล้ว +4

    Could you do accounting or business?

    • @Edgelordess
      @Edgelordess 6 ปีที่แล้ว +1

      Or crash course american politics?

    • @janetgarcia6143
      @janetgarcia6143 6 ปีที่แล้ว

      ACCOUNTING YES PLEASE

  • @hek4036
    @hek4036 4 ปีที่แล้ว

    @ 9:28 i dont get 1.6 . Shouldnt it be 3.4?

  • @juliannaokike31
    @juliannaokike31 6 ปีที่แล้ว

    We know what time it is and where we stand don't we.

  • @kevinlu2155
    @kevinlu2155 2 ปีที่แล้ว

    League of Lemurs...it better win game of the year awared

  • @Shermaine2009
    @Shermaine2009 4 ปีที่แล้ว +1

    Can I get a link to download League of Lemurs after I’m done with my dissertation? 🥺🥺🥺

  • @leoniduvarov6565
    @leoniduvarov6565 6 ปีที่แล้ว

    great video

  • @preetidipajena6766
    @preetidipajena6766 ปีที่แล้ว

    Why in chi square expected frequency for every cell is greater than 5?

  • @unleashingpotential-psycho9433
    @unleashingpotential-psycho9433 6 ปีที่แล้ว +13

    Math is challenging T_T

    • @maximvsdread1610
      @maximvsdread1610 6 ปีที่แล้ว +2

      It is for me because it processes in a conscience part of my brain. I have to do it the long way out on paper every time. The few people that can beat a classroom of people with calculators is because they process math in the SUB conscience part of their brain. So, if you're not good at math don't feel bad. You're probably good at language :D

    • @stephaniesmith3544
      @stephaniesmith3544 6 ปีที่แล้ว +2

      I have always preferred doing the workings out on paper because it's easier for me to handle the information that way. I study Engineering lol.
      Don't be discouraged! You make fewer mistakes when you write it all out, and it's people like us that get better marks.
      Also, in real world maths, mental maths isn't that important. Handling complex equations on paper/computer is infinitely easier/more reliable.

  • @MartaniPanganSehat
    @MartaniPanganSehat 8 หลายเดือนก่อน

    Thankyou.

  • @EricaFioriGentry
    @EricaFioriGentry 6 ปีที่แล้ว

    This was is helpful!!!! Thank you so much!

  • @Voidsworn
    @Voidsworn 6 ปีที่แล้ว

    Hundreds of unique lemurs.

  • @CautionCU
    @CautionCU 6 ปีที่แล้ว

    2:30 League of Lemurs!!!!

  • @Jinx-il9jo
    @Jinx-il9jo 5 ปีที่แล้ว +1

    Slytherin and I love pineapple on pizza

  • @carrymeorgg8512
    @carrymeorgg8512 5 ปีที่แล้ว +1

    League of Lemurs made me want to play league of legends instead of studying.
    Guess I'll watch the video tomorrow xD

  • @milkwithanime
    @milkwithanime 4 ปีที่แล้ว

    where can I play League of Lemurs? Asking for a friend ...

  • @小小帳號
    @小小帳號 6 ปีที่แล้ว +1

    Why chi-square distribution looks like that weird shape??

    • @jacoboribilik3253
      @jacoboribilik3253 4 ปีที่แล้ว

      There is not a reason behind its shape. It is just the way it looks like.

  • @ViragHegyi-bs2ge
    @ViragHegyi-bs2ge 7 หลายเดือนก่อน

    I was with her pretty much the whole way but then right around minute 9, she completely lost me... Aaaaaaahh!! :(

  • @k1nj3
    @k1nj3 6 ปีที่แล้ว

    Damn so useful

  • @SyMpHOny893
    @SyMpHOny893 4 ปีที่แล้ว +1

    I listened to this whole video but I didnt hear anything after the first test... wtf

    • @sudeepjoseph69
      @sudeepjoseph69 4 ปีที่แล้ว

      corona ke ghayenge hoi? Mer pekashukti goki lema?
      Koi?

  • @grainfrizz
    @grainfrizz 6 ปีที่แล้ว

    If chi-square came out this late in the series, then there might be something wrong with the curriculum I attended to in college. Chi-square was taught to us in the beginning of the course (just few days into it)

  • @nagoyaboya
    @nagoyaboya 5 ปีที่แล้ว +2

    Good video, but I could do without the annoying sound effects. It can distract from the explanation for some individuals.

  • @BRANDONYERMASH
    @BRANDONYERMASH 6 ปีที่แล้ว

    Zenilman AP Bio!

  • @Curry_Ramen
    @Curry_Ramen 6 ปีที่แล้ว

    How did you get P as 0.3 I didn't get it

    • @XxxFoxionzxxX
      @XxxFoxionzxxX 6 ปีที่แล้ว +1

      EnigmaticSkygazer check the value of chi squared (3.9) and look on tables with df=3

  • @CatCamryn
    @CatCamryn 6 ปีที่แล้ว

    Damn no McNemar’s Test huh?

    • @sudeepjoseph69
      @sudeepjoseph69 4 ปีที่แล้ว

      Chukte lamakshuk fama lo ki he? Ram chuckte luky tomchik ki he?

    • @CatCamryn
      @CatCamryn 4 ปีที่แล้ว

      ​@@sudeepjoseph69 What?? Idk the language you're speaking dude.

    • @sudeepjoseph69
      @sudeepjoseph69 4 ปีที่แล้ว

      @@CatCamryn HAHAHA. Loke gayinga! Mer chuckte ki he lo! HAHAHA

    • @CatCamryn
      @CatCamryn 4 ปีที่แล้ว

      @@sudeepjoseph69 ah yes loke gayinga indeed.

  • @AmirGTR
    @AmirGTR 6 ปีที่แล้ว +10

    I really appreciate that you guys are making these videos, but I was pretty disappointed in the statistics crash course.
    First of all I don't recognize any of the variable names on the screen. Using broken words like "Exp" or "Obs" is confusing as hell, in fact in product design it is considered an obsolete practice. Just use designated variable names like x and n.
    I appreciate the real life examples but stick to one example, and expand on it. Establishing an entirely new context in your mind every 2 minutes is not easy when you're trying to pay attention to the lecture. And you really have to explain the connection for each example, not just move on and give 3 more before the first one gets through.
    Her pace and way of talking really throws me off. I dunno if she doesn't have enough energy and she seems to assume I know everything, or if she's being drowned in distractions. She doesn't solve any problem examples and uses too many words to explain an otherwise simple concept. And what is that annoying noise when the text is being displayed? So distracting.
    I really preferred your Psychology crash course much better. Sorry 🤷🏻‍♂️

    • @jeffreyosiwalajr3161
      @jeffreyosiwalajr3161 6 ปีที่แล้ว +2

      Honestly these videos do move really fast. In my opinion you have to be quite familiar with statistics to get a benefit from the videos in just one watch. They're very wordy, and fast.

  • @juliannaokike31
    @juliannaokike31 6 ปีที่แล้ว

    No more Maggie

  • @rosschad8448
    @rosschad8448 5 ปีที่แล้ว

    Who else can only think of John Green when the intro music plays?

  • @MW-bk2nc
    @MW-bk2nc 4 ปีที่แล้ว +1

    she has nice eyes

  • @ScarrVett
    @ScarrVett 6 ปีที่แล้ว

    Haaahahahha League of Lemurs hahahahha

  • @mikkelmller-srensen3727
    @mikkelmller-srensen3727 4 ปีที่แล้ว +2

    only more confused.. this makes no sense..

  • @jestbraine4076
    @jestbraine4076 4 ปีที่แล้ว

    D

  • @AVEdrums
    @AVEdrums 6 ปีที่แล้ว

    This came to late, had my exam on monday

    • @yuno9121
      @yuno9121 6 ปีที่แล้ว

      AVE drums lol what exam

  • @juliannaokike31
    @juliannaokike31 6 ปีที่แล้ว

    Once someone do me dirty you not coming back from that.

  • @dannyg1056
    @dannyg1056 6 ปีที่แล้ว +5

    Too fast. Edited to take out the pauses for thought. I need those pauses. Not stop chatter is too mind boggling. Thank you, anyways.

  • @yuno9121
    @yuno9121 6 ปีที่แล้ว +5

    *league of lemurs!!*

  • @JulieBall-dg2ci
    @JulieBall-dg2ci 11 หลายเดือนก่อน

    The graphics are so distracting.

  • @owenmarks2060
    @owenmarks2060 5 ปีที่แล้ว

    huh?

  • @ianwells7309
    @ianwells7309 6 ปีที่แล้ว

    Hi

  • @rebbekahalcazar3179
    @rebbekahalcazar3179 4 ปีที่แล้ว +1

    It's so hard to follow these videos. She talks so fast and I can't follow.

    • @styxnexus
      @styxnexus 4 ปีที่แล้ว

      Try 0.75x playback speed.

    • @sudeepjoseph69
      @sudeepjoseph69 4 ปีที่แล้ว

      Melakai ur pekshamtu? Lokei yakam chupki he?

  • @vampayor
    @vampayor 5 ปีที่แล้ว

    All the people who said they love pineapple on pizza are probably trolling, thus making it inaccurate data.

  • @ianwells7309
    @ianwells7309 6 ปีที่แล้ว

    Yo

  • @X360CURLX
    @X360CURLX 6 ปีที่แล้ว

    999th videooooo

  • @ajaydeshmukh4241
    @ajaydeshmukh4241 5 ปีที่แล้ว

    👌👍

  • @TadanoCandy
    @TadanoCandy 6 ปีที่แล้ว

    why am I not surprised that the two highest houses were Hufflepuff and Ravenclaw xD I'm a Hufflepuff. I guess lots of nerds are affable or intelligent.

  • @lukeleighton3872
    @lukeleighton3872 6 ปีที่แล้ว +1

    First.

  • @taiipotatoie
    @taiipotatoie 6 ปีที่แล้ว

    League of lemurs lol

  • @Mist_R
    @Mist_R 4 ปีที่แล้ว

    league of lemurs LMAO

  • @arneshsharma5247
    @arneshsharma5247 6 ปีที่แล้ว

    First

  • @nottellingnottelling3533
    @nottellingnottelling3533 6 ปีที่แล้ว

    Fifth