How To Identify Type I and Type II Errors In Statistics

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  • Опубликовано: 26 дек 2024

Комментарии • 140

  • @TheOrganicChemistryTutor
    @TheOrganicChemistryTutor  Год назад +9

    Next Video: ruclips.net/video/XHPIEp-3yC0/видео.html
    Final Exams and Video Playlists: www.video-tutor.net/

  • @usmelllikepoo3638
    @usmelllikepoo3638 3 года назад +290

    This RUclips Channel is literally the only thing that keeps me from failing all my math classes.

    • @japain3702
      @japain3702 2 года назад +2

      Yeupppppppp same

    • @OneMinuteCreepyClips
      @OneMinuteCreepyClips 2 года назад +1

      Omg right?? Me too, lol.

    • @Josama0214
      @Josama0214 Год назад +3

      this isn't math what

    • @mmelo7832
      @mmelo7832 8 месяцев назад

      @@Josama0214 this is used in statistics classes, when you need to calculate type 1 and type 2 error probability thats math

    • @Josama0214
      @Josama0214 8 месяцев назад

      @@mmelo7832 No it's not

  • @ermutanda3802
    @ermutanda3802 11 месяцев назад +116

    why do college professor take hours explaining these things while this guy does it better in 10 minutes?

    • @mrnobody22194
      @mrnobody22194 8 месяцев назад +13

      Many of these professors don't have a degree in public education/teaching background despite their long life experience, i admit it my professor literally can't even explain it articulately so don't expect much imho.. just go to college, sit, do some assignments, and mid terms then final exams, or quizzes, pack ur shit and graduate.

    • @mmhanda9744
      @mmhanda9744 7 месяцев назад

      Yeah haha

    • @jessiemayfield6749
      @jessiemayfield6749 7 месяцев назад

      Also the videos that get it right are viewed often and recommended, I had an awesome professor still working for part time petty wages while idiots can get tenure

    • @ingabirewinnie6916
      @ingabirewinnie6916 6 месяцев назад

      Me too I wonder why 😮😅

    • @Ngcamane_014
      @Ngcamane_014 Месяц назад +1

      Sometimes a student's concentration fluctuates when in a class of many other students causing the students to not understand the professor, while in other times it could just be the professor who honestly fails at teaching 🤷🏾

  • @manarlabidi6448
    @manarlabidi6448 4 года назад +32

    you helped me last year, you helping me this year, ... Thank you for making my college life easier!

  • @eniajayi9451
    @eniajayi9451 2 года назад +36

    You are literally the reason I will pass my stats exam tomorrow. Thank you!

    • @metepic
      @metepic Год назад

      did you pass?

    • @mohammedasharabi3134
      @mohammedasharabi3134 Год назад

      did you pass?

    • @Tammy-mq9ng
      @Tammy-mq9ng 11 месяцев назад

      I don't know if he passed but I have mine tomorrow and I will notify if I passed @@mohammedasharabi3134 😭😭

    • @frankenstein3397
      @frankenstein3397 11 месяцев назад

      @@Tammy-mq9ng i too have an exam, wish you luck and me too🤥

  • @diaz6568
    @diaz6568 Год назад +17

    Your videos have always helped from Community college to university, and now continuing to do so in graduate school. Thank you

  • @ifytravis4839
    @ifytravis4839 2 года назад +24

    Thank you! Just got a brief and well explanatory session about Type I and II errors… Really anticipating more videos from you. Cheers!

  • @keyadhar6260
    @keyadhar6260 5 месяцев назад +1

    You are the best teacher I have ever come across. I have an exam in 52 minutes. Thanks a ton!

  • @niharjamdar4869
    @niharjamdar4869 4 года назад +4

    Atleast someone out there who is better than Khan Academy ..... Thanks a lot

  • @fuenteskellin3052
    @fuenteskellin3052 4 года назад +9

    your videos are the best! i've been watching you for 3+ years now

  • @michaelperez7726
    @michaelperez7726 5 лет назад +59

    Thank you 😭 taking stats in college and your vids came out right on time 🙏

    • @knowledgefactory-leansixsi2123
      @knowledgefactory-leansixsi2123 4 года назад

      Watch another video for type I and type II error.
      ruclips.net/video/IE9D_GmE2Ww/видео.html

    • @tp8424
      @tp8424 2 года назад +1

      ratio + l

  • @eesaarashid1954
    @eesaarashid1954 3 года назад +52

    So, when it comes to which type error has greater consequence it always depends on the context. In addition, as long as you justify it.
    For examples for the last example I believe type 2 error is greater consequence as the defendant could be a murder. Therefore, a high risk chance of somebody being murdered. That's my opinion and you can argue with it the other way round

  • @lavina3535
    @lavina3535 4 года назад +64

    I wish if I could see the person who is helping me so much in my college life :'(

  • @MubasherHassanKhanDhuddy
    @MubasherHassanKhanDhuddy Год назад

    Wonderful explanation. Identifying the bad decisions first and then see where NULL hypothesis is rejected, will lead to find TYPE I error. Wow. You nailed it. (Y)

  • @realking4918
    @realking4918 5 лет назад +33

    I feel like I'm on the same journey as you, your the navigator and I'm a fellow explorer, thanks for teaching!

  • @robd9049
    @robd9049 6 дней назад

    I'm taking business statistics and this was of great help. Thank you, Sir.

  • @TheKristanoelle
    @TheKristanoelle 5 лет назад +93

    I feel like I’m watching Dora. I keep shouting out the answers.

  • @OneMinuteCreepyClips
    @OneMinuteCreepyClips 2 года назад +5

    Oh this was a GREAT way to learn this! My prof actually showed us this video, and quite a few more of yours, so thank you!

  • @ArsArcanum
    @ArsArcanum 5 лет назад +15

    beign punished for something you didn't do is VERY BAAAAAD!

  • @adamarch9834
    @adamarch9834 Год назад

    You're not exactly a tutor, more of a teacher. Thanks teacher

  • @BeyondNoise9
    @BeyondNoise9 3 года назад +1

    Best teacher ever ! I have no more words ! ❤️🥺

  • @kennethmashava7411
    @kennethmashava7411 4 года назад +2

    Thank you very much. I was completely lost with the type II error. Well explained man, thumbs up!!

  • @MrAlien-wk1ru
    @MrAlien-wk1ru 6 дней назад

    Bruh everytime , every fucking time , this guy is a genius

  • @xansuswanka2859
    @xansuswanka2859 Год назад

    If only my statistics teacher is half good compare to you. You really are my hero bro !❤

  • @Papulan-o8m
    @Papulan-o8m 6 месяцев назад

    Bro .. I love your videos , I find it easy to comprehend compared to lectures . God bless you !!

  • @umamahtahir2321
    @umamahtahir2321 3 года назад +1

    I am very grateful for this great help..I have passed my stats exam with 82/💯 just bcz of u💕🇵🇰

  • @phanminhchau2002
    @phanminhchau2002 4 года назад +2

    I really appreciate your simple approach to these examples. They really help to visualize the 2x2 grid.
    However your wording for the 2nd example may throw people off.

  • @teardy5170
    @teardy5170 2 года назад +2

    This guy helps me out more than my actual teachers

  • @feign.8468
    @feign.8468 4 года назад +1

    Legend for coming up with such simple examples thankss ma g

  • @kjy05
    @kjy05 11 месяцев назад +1

    Maashaa2Allah you're a genius

  • @christyhorak2950
    @christyhorak2950 5 лет назад +2

    Very good explanation 👍

  • @Idrizly
    @Idrizly Год назад +1

    Thank you very very very much, I can't thank you enough, you really save my life.

  • @jasonX
    @jasonX 3 года назад

    This 11 minutes video made me understand more than what my lecturer has taught in 4 hours of lessons lol

  • @divadory1110
    @divadory1110 4 года назад +3

    Thanks for this video, it helped me out a lot!

  • @TheCalmingMathTutor
    @TheCalmingMathTutor 11 месяцев назад +1

    does a certain type of error always have a more severe consequence or does it just depend on the context? Thanks for answering.

  • @parkerharris544
    @parkerharris544 3 года назад +3

    Man, can I give u a hug? Please?

  • @NtsakoNgomane-xf3pi
    @NtsakoNgomane-xf3pi 9 месяцев назад

    You'll forever b e famous!
    Thank you!

  • @omerutkuerzengin3061
    @omerutkuerzengin3061 4 года назад +12

    P(Fail to reject Ho| Ho False) = Type II error.
    P(Fail to Accept Ho| Ho True) = Type I error.
    Type II error is the probability of a decision.
    Probability is a result of any action or experiment.
    Type I and Type II error are the result (probability).
    What you have written in this table is equal to the Probability of Probability Conditional.

  • @paincakes1335
    @paincakes1335 2 года назад

    thanks your videos help me understand stats better than my lecture videos and tutorial class hahahahhhahaaha

  • @mattymcfatty286
    @mattymcfatty286 5 лет назад +1

    This os a clutch upload it's 2:30 am where i live i needed this

  • @nuraliya2049
    @nuraliya2049 4 года назад +3

    ma brain automatically knows their functions when i watch your video :))))

  • @laugherho
    @laugherho 9 месяцев назад

    Thanks bro, the table is amazing 😘

  • @akshatarajshekar
    @akshatarajshekar 6 месяцев назад

    thank you so much. you are an amazing teacher.

  • @DA-uz8qb
    @DA-uz8qb Год назад +1

    In terms of consequence and rules of evidence, extraordinary claims (hypotheses) require extraordinary evidence to support their validity. The null hypothesis is always assumed to be true as a baseline --- it is the status quo. In order to overturn or reject the null hypothesis, one needs to bring extraordinary evidence. In terms of the law, the assumption is always innocence until extraordinary evidence is brought forth to overturn the assumption of innocence. This bias is to help ensure that the bigger consequence (innocent man is deemed not innocent) is less likely to occur than the smaller consequence (not innocent man is deemed innocent). This law favors individual protection from the immensely powerful legal system, in favor of a more distributed risk to society of having a not innocent man roaming free.

  • @sadafrahmanrudhan6792
    @sadafrahmanrudhan6792 Год назад

    Daamn teacher!
    You are awesome, Thanks so much for making these clear.

  • @malohatasomudinova8747
    @malohatasomudinova8747 3 года назад

    Thank you for taking the time to explain, it helped me a lot! Thanks for your videos!!!

  • @ash-adventurediaries
    @ash-adventurediaries 2 месяца назад

    This was extremely helpful thank you! :)

  • @chatwithsubhra1
    @chatwithsubhra1 2 года назад

    Very nice Sir ... Clear now !!!!
    Thanks

  • @eldrienadsilva3385
    @eldrienadsilva3385 3 года назад +1

    Thank you for taking the time to explain, with so many examples! ☺️

  • @mohammadhasibemran5955
    @mohammadhasibemran5955 2 года назад

    I stayed to assess your morality in the last example. Quite interesting.

  • @ΠετροςΝικου-β5δ
    @ΠετροςΝικου-β5δ 3 года назад

    Got the most of drift back in time come down grownup

  • @maniiisha3423
    @maniiisha3423 2 года назад

    Finally understood. Thank you so much!

  • @DA-uz8qb
    @DA-uz8qb Год назад

    The terminology around the decision to reject or not reject the null hypothesis is awkward, but it has a reason for being so. When testing hypotheses, one cannot accept the null hypothesis; one can only reject it, or not reject it. Since we cannot take action to accept the null hypothesis, we are left framing it in terms of rejection (reject null hypothesis, not reject null hypothesis). It would be much easier to say "reject" or "accept" rather than "reject" or "not reject", but it is only accurate to frame it in the latter way.

  • @kausalyaakannan7064
    @kausalyaakannan7064 3 года назад

    Beautiful explanation

  • @mustafagokalp1818
    @mustafagokalp1818 2 дня назад

    again great explanation. thanks.

  • @anujadalvi911
    @anujadalvi911 4 года назад +1

    Amazing!! Explained so very well!! Thanks a ton ❤️

  • @aQueDog
    @aQueDog 2 месяца назад

    Fantastic analysis....

  • @salman-oi9bp
    @salman-oi9bp 5 лет назад +1

    please make a video on laplace and fourier series

  • @tanishqarora2647
    @tanishqarora2647 Год назад

    great video very easy to understand

  • @prakashsaravanan6613
    @prakashsaravanan6613 3 года назад

    excellent explanation. Thank u sir a lot

  • @arshithasraj3979
    @arshithasraj3979 3 года назад

    Thank you so much for ur simple explanation,,now u opend my eyes ,,,lol....

  • @BODa-kb7xd
    @BODa-kb7xd 2 года назад

    you are a great man you simplify any think i love you dude

  • @seascapes152
    @seascapes152 2 года назад

    Moral conundrum and math. Mind blown

  • @irinabartnik5306
    @irinabartnik5306 3 года назад +2

    Correct me if i am wrong, but Type 1 or Alfa error has a greater significant, therefore your first example was set up wrong . Ho should have said "Johns used car is NOT safe to drive " that would make first rejection type1 or more significant ... Right?

    • @suephysoo2570
      @suephysoo2570 3 года назад

      I'm same with you at first but after saw again that's I was wrong😅
      the key word "in fact"
      in fact same or different with Ho

  • @notsogoodatthisshi
    @notsogoodatthisshi 3 года назад +1

    So what if there's no option? Like in our exam we need to explain why we choose type 1 or type 2 error

  • @유승현-f5p
    @유승현-f5p 2 года назад

    What is "P(rejecting a false Null Hypothesis)" represents? Is it the probability of fail to reject H0?

  • @Lilly10-x4w
    @Lilly10-x4w 3 года назад +1

    I think in the last example type II error haa greater consequences because when the defendant is guilty and is free he would do more crimes and might hurt more than 1 person but type I, just one person is hurt

    • @esadakcakus3126
      @esadakcakus3126 9 месяцев назад

      putting an innocent soul under a punishment is way worse than undoing all the punishments for bad souls

  • @shaunlorenztan8129
    @shaunlorenztan8129 2 года назад

    note to self: type 1 error: only occurs when null is true type 2 error: only occurs when ho is false

  • @abhijitzarekar9509
    @abhijitzarekar9509 4 года назад +1

    Thank you for video!

  • @_shining8559
    @_shining8559 2 года назад

    Thank you so soooo much 🤍🤍🤍🤍🤍🤍

  • @usernameisamyth
    @usernameisamyth 2 года назад

    Great examples

  • @vinayakhuracan5182
    @vinayakhuracan5182 2 года назад

    God bless you man 👍

  • @bonky8043
    @bonky8043 Год назад +1

    Never make the type 2 error of choosing a False Ho 😂
    Or the type 1 error of rejecting a True Ho 😢

  • @mcdonaldsplays6154
    @mcdonaldsplays6154 7 месяцев назад

    How we identify the null hypothesis is true or false?

  • @saki7952
    @saki7952 5 лет назад +2

    Thanks Sir.

  • @meryllabatana6168
    @meryllabatana6168 2 года назад

    I got it! I got it! I got it! Thank you soooo much

  • @dimitriysevryukov1629
    @dimitriysevryukov1629 Год назад

    Thank you very much !

  • @Bawaevents
    @Bawaevents Месяц назад

    This is massive thanks

  • @elexdigiguy
    @elexdigiguy Год назад

    if only I saw this earlier coz it appeared recently on my exam hahahah

  • @dostonusmonov3756
    @dostonusmonov3756 2 года назад

    you are best bro

  • @muayadshadid3365
    @muayadshadid3365 5 лет назад +2

    Thanks

  • @mawethumnguni3941
    @mawethumnguni3941 3 года назад

    this guy is amaizing

  • @LeRoi570
    @LeRoi570 4 года назад

    thank you. you are the best

  • @FLy1nRabBit
    @FLy1nRabBit 3 года назад

    why the fuck does this guy know everything man

  • @parthmaheshwari1705
    @parthmaheshwari1705 Год назад +1

    1 innocent should not be punished even if 100 guilty escape away.

  • @gapadad2
    @gapadad2 5 лет назад +2

    This hurts my head

  • @wrjazziel
    @wrjazziel 3 года назад

    Thank you!

  • @MrTKSKT
    @MrTKSKT 8 месяцев назад

    Type 1 and type 2 error is so confusing for my dyslexic mind to comprehend

    • @elmo4672
      @elmo4672 8 месяцев назад +1

      you got thiss!!

  • @meseretwake3167
    @meseretwake3167 3 года назад

    thank you

  • @eitanyisraeli2401
    @eitanyisraeli2401 Год назад

    Question 2 part C is pretty much a moral debate. Obviously an innocent man in jail is horrible but what if the guy who was let off the hook now goes and commits a school shooting? You can't actually say one is worse than the other.

  • @fongodjerome3532
    @fongodjerome3532 7 месяцев назад

    I think choice u make depends on explanations

  • @englishlife5838
    @englishlife5838 Год назад

    Honestly for the last own, if we are thinking logically, statement C should have a greater consequence because having a not innocent guy with the judge thinks he is not guilty causes more trouble than the other way around. Think about this, if that man is a killer, he would kill more people and you would lose more lives. But, if you place an innocent person in prison, you would not lose any lives.

    • @Dina-he1uc
      @Dina-he1uc Год назад

      But the life of the innocent person is lost

    • @frankenstein3397
      @frankenstein3397 11 месяцев назад

      bro didn't care about the innocent soul💀

  • @kazijawadahmed6488
    @kazijawadahmed6488 8 месяцев назад

    man thanks so much

  • @tulam5473
    @tulam5473 3 года назад +5

    I think C) Type 2 error would lead to greater consequences because the person who is not innocent is accepted as not guilty would lead to not imprisoning them and they are free to commit crimes that will cost many other people whereas if A) the innocent person is accepted as guilty and goes to prison it is a bad decision but it only costs that one person.
    I think contrary to the video C Type 2 error would cost more lives and thus have greater consequences!

  • @Aku_lo.li9
    @Aku_lo.li9 11 месяцев назад

    Love you ❤

  • @ogechiize
    @ogechiize 4 года назад +1

    Type 1 error has a greater consequence.

  • @Suyaang
    @Suyaang 5 лет назад +1

    thank youuuu

  • @RAVLOG003
    @RAVLOG003 3 года назад

    love from bangladesh

  • @Phyziks_Enlightenment_
    @Phyziks_Enlightenment_ 3 года назад +1

    In second one it may possible that the man who is no innocent and however get free due to wrong decisions then he can probably cause a great harm to community so i guess it has greater consequences

  • @ermutanda3802
    @ermutanda3802 11 месяцев назад

    nooooooooo John 😭