Matched or Paired Samples T-Test - Hypothesis Testing

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  • Опубликовано: 25 дек 2024

Комментарии • 177

  • @TheOrganicChemistryTutor
    @TheOrganicChemistryTutor  Год назад +2

    Next Video: ruclips.net/video/HKDqlYSLt68/видео.html
    Final Exams and Video Playlists: www.video-tutor.net/

    • @shuvashishsharma1299
      @shuvashishsharma1299 Год назад

      @TheOrganicChemistryTutor shouldn’t we use t(alpha/2) to find critical value for C.I?

    • @riky2107
      @riky2107 5 месяцев назад

      for confidence interval shouldn't we use the two-tail t-score, in this case "2.26" 9df?

    • @riky2107
      @riky2107 5 месяцев назад

      @@shuvashishsharma1299 I was thinking the same

    • @RawanAhmed-n9t
      @RawanAhmed-n9t 3 месяца назад

      ​@@riky2107 should we use (9 and .025) or (9, 0.05), i get confused which value is correct, do we use alaph or alpha/2 in one_tailed test

  • @maryamalhamdan1510
    @maryamalhamdan1510 3 года назад +161

    The organic chem tutor honestly deserves a Nobel prize for his endless number of lessons ... this society needs to appreciate teachers more than artists and entertainers

    • @enruiwang1537
      @enruiwang1537 2 года назад

      彳亍

    • @alexb1312
      @alexb1312 2 года назад

      ur making teaching out to be way harder than it actually is

    • @maryamalhamdan1510
      @maryamalhamdan1510 2 года назад

      @@alexb1312 well bad math teachers have caused generation hate math for ever

    • @ali_engin33r
      @ali_engin33r 11 месяцев назад

      he may not have a nobel but having millions sure helps too

  • @tomatrix7525
    @tomatrix7525 4 года назад +290

    I’m not joking when I say this man teaches me chem, ochem, physics, maths in general, calculus, physics

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      @liamstevenson5350 3 года назад +3

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    • @trevormasuku9606
      @trevormasuku9606 3 года назад

      Thank you so much.You are talented .a good teacher.Its Annie in Zimbabwe.most lectures are failing

    • @sabrinasaad8381
      @sabrinasaad8381 2 года назад +1

      He is your saviour haha

    • @AbhishekVerma-kj9hd
      @AbhishekVerma-kj9hd Год назад

      Very nice explanation sir love from India

    • @tashinesempire6129
      @tashinesempire6129 Год назад

      I was literally just thinking of the same thing

  • @laaori
    @laaori 5 лет назад +112

    Just in time! You have gotten me through Chemistry, Physics, Calculus and now Stats. I’ve gotten really good grades in those past classes and I’d like to give you some credit. When I’m not a broke student I promise you I will remember the help you gave me, Mr Wahlberg.

    • @mmdg1917
      @mmdg1917 4 года назад +3

      is he the actor Mark Wahlberg??

    • @thangtran145
      @thangtran145 3 года назад +8

      @@mmdg1917 yess, he is. He is mark walhberg.

    • @DanishJaved
      @DanishJaved Год назад +1

      are you doing good financially now / graduated?

    • @DanishJaved
      @DanishJaved Год назад +4

      been 4 years thought I'd ask lol

  • @tinkamugishavianney1784
    @tinkamugishavianney1784 3 года назад +2

    Its amazing how i sleep and dodge lectures keeping in mind organic chemistry has got my back.....God bless you your a hero to many

  • @RomeoJ1996
    @RomeoJ1996 3 года назад +11

    Entering this week of stats we’re covering hypothesis testing in MATH302, without even reviewing the material this week you just taught me exactly all I needed to know to solve paired samples

  • @colleen1396
    @colleen1396 3 года назад +12

    Thank you so much for making this video! I wasn't able to attend my online class due to internet problems so I was really having hard time coping up with the activities. But this video helped me so much! Love from the Philippines! ❤️

  • @Alchemist10241
    @Alchemist10241 Год назад +1

    I've added videos of this channel to my review list and I review them once in a while but every time I learn some new points. 👍

  • @stephaniemoura9325
    @stephaniemoura9325 Год назад +1

    This was soo hard to find! Exactly what I’ve been looking for! One sample for comparing the effectiveness of two variables!

  • @thibodeauxchris4171
    @thibodeauxchris4171 3 года назад +4

    I am sure you get these comments a lot judging by the ones on this video, but you are educating a generation of STEM students. Your videos have gotten me through all of calc-calc 3, statistics, and DE. I owe you more than you will ever know. Your videos have allowed an old fart like me to return to school and change the lives of myself and my family. I hope you sleep well at night knowing that you have made a lasting impact on the entire world through your videos.

    • @thibodeauxchris4171
      @thibodeauxchris4171 3 года назад +1

      Forgot to add in linear algebra! I'd be toast without your hands-on videos.

  • @Cat-it7sl
    @Cat-it7sl 3 года назад +2

    oh my god you're a lifesaver, i was so lost on all of this but i actually get it now. THANK YOU

  • @ashutoshsingh7529
    @ashutoshsingh7529 2 года назад +1

    Give this man a medal!

  • @adityendrapratapsingh7999
    @adityendrapratapsingh7999 4 года назад +20

    When calculating 95% confidence interval, shouldn't you use t-value for 0.025, df=9( t table at 08:14). You used the t-value for 0.05 which will make it 90% confidence interval (10:53).

    • @surihapsari6595
      @surihapsari6595 4 года назад +2

      Remember, it's a one-tailed test! :-)

    • @itsrishika7022
      @itsrishika7022 4 года назад +2

      yea I had the same concern

    • @angeleatitia1664
      @angeleatitia1664 4 года назад +11

      @@surihapsari6595 CI is always 2-tailed

    • @flameon8185
      @flameon8185 3 года назад +13

      t value must be 2.262 right?

    • @chrisnedelchew
      @chrisnedelchew 3 года назад +1

      You are right, CI is always 2-tailed. He just made a mistake.

  • @choolwe5564
    @choolwe5564 6 месяцев назад +1

    Bro taught me math in high school now he’s teaching my stats in university he never fails

  • @kingrey405
    @kingrey405 2 года назад

    This man is a science-maths teacher. Any field he is very good 👍🏾

  • @amudh
    @amudh 2 года назад

    I am repeating what others have said here. This is exceptionally done!

  • @RamonTogonon-ec1ey
    @RamonTogonon-ec1ey Год назад

    God would certainly bless you with good health for your great job in educating a vast generation of academicians.

  • @andrewwashere
    @andrewwashere 3 года назад +5

    Thank you so much! I’m a psychology student and this helps a lot

    • @jorrpatel238
      @jorrpatel238 Год назад

      Me too, let's connect? What's your Instagram?

  • @lemmarie4091
    @lemmarie4091 3 года назад

    Thankyousomuch. I won't be able to answer my stats activities without your helpful tutorials. Godbless💙

  • @Chikulamayembe57
    @Chikulamayembe57 2 года назад +16

    Brilliant presentation. I have learnt a lot from your videos Sir. On confidence interval construction, were you not supposed to use t_(9; 0.025)=2.262?

  • @KhaleesiZA
    @KhaleesiZA 7 месяцев назад

    YOU HELPED ME, SOOO MUCH FOR MY ASSIGNMENT WHICH I HAD NO UNDERTSANDING AND I LOVE YOU FOR THIS VIDEO!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! CAUse my lecturer was not explaining properly, the way you just did. so THANK YOU!!!!

  • @dendeibrahimadekanmbi8022
    @dendeibrahimadekanmbi8022 5 лет назад +10

    I thank you for these works you have been doing and also for sharing your knowledge. Some of your videos clearly explain what many textbooks can not do. Please, are you hoping to deal with topics such as: factor analysis and principal component analysis? Many
    Thanks

  • @harrybarden6053
    @harrybarden6053 3 года назад

    got on the wrong bus, on my way to uni and watching your videos before class.
    love your work

  • @Richard-kz1ee
    @Richard-kz1ee 3 года назад

    My best online prof. Heart you Sir

  • @Vintagetube310
    @Vintagetube310 3 года назад +2

    You’re the best, man!

  • @khaishir1968
    @khaishir1968 4 года назад +3

    thank you so much for this i can use this now in my dissertation to calculate stuff !!Thanks a lot

  • @hallaallam7091
    @hallaallam7091 3 года назад

    Thanks you saved my statistic exam

  • @izuhnapoleon7860
    @izuhnapoleon7860 4 месяца назад +1

    You're a life saver! ❤

  • @anthonyliu2264
    @anthonyliu2264 5 лет назад +4

    Appreciate your time to go over paired T test. Can you go over on SPSS because that is what my college is using instead of excel

  • @fredessafigueroa1666
    @fredessafigueroa1666 Год назад

    Wow!! Super easy to follow, awesome tutorial.

  • @meenukrishna7684
    @meenukrishna7684 4 года назад

    Exceptionally good....very clear and simple presentation

  • @mufarachisi4236
    @mufarachisi4236 6 месяцев назад

    You're the best Mat God bless you

  • @isaacwachira8803
    @isaacwachira8803 3 года назад +8

    Shouldn't the null hypothesis be that the mean difference equals to zero?

  • @dizzyboy92
    @dizzyboy92 2 года назад

    Excelent video. Just commenting to boost it.

  • @itzboyon6983
    @itzboyon6983 3 года назад

    This teacher is not a human, trust me! He is a God, a life-saving God! 😢😢😢

  • @esthermuseba4278
    @esthermuseba4278 4 года назад +1

    Many thanks for simplifying this topic.

  • @cosmokramer7708
    @cosmokramer7708 2 года назад +3

    I don't think we ever say there is sufficient evidence to support the alternative....we simply say we fail to reject the null. They are two different things and quite serious

  • @nanjuldopsal260
    @nanjuldopsal260 3 года назад

    Many thanks for breaking this down.

  • @rafaella5
    @rafaella5 3 года назад +9

    Hello! Please I hope someone answer I really need help. How do I know if it should be before-after or after-before?

    • @ethanbennink7680
      @ethanbennink7680 3 года назад

      it works either way, just make sure that the tail is facing in the corresponding direction.

  • @jokerplaypoker
    @jokerplaypoker 20 дней назад +1

    May i ask if the question doesn’t provide the before information respectively, but give u a sample mean. Can it still be calculated?

  • @nansubugaangella9934
    @nansubugaangella9934 Год назад

    ❤thank you, you actually save lives

  • @Sawdust6666
    @Sawdust6666 6 месяцев назад

    Thank you so much you are superb at what you do.

  • @AN-ts4rf
    @AN-ts4rf 4 года назад +2

    Man, thank you one more time!! for the second year in a row your saving my ass!!

  • @joserobertopacheco298
    @joserobertopacheco298 3 года назад

    Very Good explanation.

  • @turnabuse7035
    @turnabuse7035 4 года назад +1

    Thank you so much. I found question type, which i look for, eventually.

  • @jenkomatic
    @jenkomatic Год назад +1

    Thank you for your video, it's really helpful! Do you know if the difference in mean values can also be used to quantify the effect size? Is there a separate test you could on the mean difference to quantify an effect size?

  • @nageenajamrozbspsychologys7223
    @nageenajamrozbspsychologys7223 4 года назад +1

    this was helpful thanks sir

  • @Brian_LeFevre
    @Brian_LeFevre 2 года назад

    You’re a legend

  • @theodoresweger4948
    @theodoresweger4948 2 года назад

    Just because I have nothing better to do I used my HP35s for a trend line and I got a r factor of +.914 which means it has a decent probability, and the m factor was .624 and b factor was 64.4 giving a formula final weight equals aprox .624*initial weight+64.4 comes close have fun...Not responsible for minor errors this is statistics!!!!

  • @sinaabedini7487
    @sinaabedini7487 4 года назад

    You are the greatest

  • @wubesemagn2021
    @wubesemagn2021 3 года назад

    Thank you, It really is helpful.

  • @peruskins96
    @peruskins96 4 года назад +1

    When do you take the absolute value of T and critical values?

  • @mabelting963
    @mabelting963 3 года назад

    It helped a lot🙏🙏

  • @theodoresweger4948
    @theodoresweger4948 Год назад

    Very well done thanks.

  • @malkim201
    @malkim201 Год назад

    Very valuable thank you so much

  • @mahdihabibi1875
    @mahdihabibi1875 Месяц назад

    thanks so much for the video. you always help us. BUT the value for t is miscalculated here. CHECKING MULTIPLE T TABLES, T=2.262

  • @signedturnip6442
    @signedturnip6442 3 года назад +2

    Shouldn't we use n-1 to do the standard deviation since we're talking about samples? or are the differences not considered samples in these cases?

  • @minjinseo3681
    @minjinseo3681 Год назад

    Wait, you said in 3:02 that mu_d is the sample mean difference. How come that you said mu_d is a population mean difference this time at 8:50? I'm a bit confused.

    • @minjinseo3681
      @minjinseo3681 Год назад

      Also, is this problem a one or two-tailed paired t-test?

  • @hyerijeong9332
    @hyerijeong9332 2 года назад +3

    Shouldn't we use .025 instead of .05 for t when we do the confidence interval?

    • @leahhall7504
      @leahhall7504 2 года назад

      No, I don't think so. I also am working on stats atm and struggled with that question. From what I have found, even when you construct a confidence interval for two-tailed tests, you still use the critical t value that corresponds to the given alpha. I think you divide alpha by two when you are finding the p-value of a two-tailed test.

    • @darknessdash1853
      @darknessdash1853 2 года назад +1

      the example is a one tail t test, so you dont divide alpha by 2, you can understand that from the null hypothesis, since it uses greater than or smaller than < > it should be one sided.

    • @noahchoi1213
      @noahchoi1213 2 года назад

      if it was a two-tail test you would use .025 on each tail, but since its left-tailed its just .05 on the one side.

  • @analuciaaraujoraurau197
    @analuciaaraujoraurau197 2 года назад +1

    Hey guys! In first place, thank you so much for the video. One question: Is it possible to use another parameter than the population mean in the hypothesis? Let's say I want to measure if the sample mean of a sports team's height is greater than a certain limit. This limit is not the population mean, but just a value established by rules. Could I run the t test?

  • @eulastamayo328
    @eulastamayo328 4 года назад +1

    thank u for this

  • @anjumshaikh3270
    @anjumshaikh3270 5 лет назад

    Thank you Sir.Greatful to u

  • @D4rkVenge
    @D4rkVenge 3 года назад +1

    Hey there, hopefully you see this. It's ok if you don't, I LOVE your videos, thank you so much.
    I was on the part when you find the Standard Deviation of the Mean of the Differences. and I found my Standard Deviation a different way; I used Sum of Squares to find the Standard Deviation - S (Standard Deviation of the Mean) = √Σ(x-Mean of Differences)^2 / N-1 (Degrees of Freedom). When I found the Standard Deviation with the variance formula, instead of your Standard Deviation, 13.025, I instead calculated 12.76. Do you also get that SD when you calculate the SD of the Mean with the Variance Formula?

  • @cjk9518
    @cjk9518 4 года назад

    Thank you so much,God bless

  • @peanutlah
    @peanutlah 4 года назад

    Thank you very much!

  • @MohamedAmr-s6n
    @MohamedAmr-s6n Год назад

    On calculating the Confidence interval, why did you get the t critical at alpha not alpha/2?

  • @mohammedakhrib499
    @mohammedakhrib499 4 года назад

    Thank you so much

  • @Strikerfm1
    @Strikerfm1 6 месяцев назад

    I did this on my own before watching the video. What I did was get the avg weight of before the program, the avg weight of after the program, and the SD from the after the weight loss program. I then used the formula and still ended up rejecting the null hypothesis. Was this approach correct? here is the data . AVG before (206.5) AVG after (193.4) SD 18.1945. I got a calcutalted t value of -2.277 which is way past the -1.833 .

  • @amirhosseinnouri6821
    @amirhosseinnouri6821 2 года назад

    Thanks

  • @flameon8185
    @flameon8185 3 года назад +1

    10:50 t value must be 2.262 right?

    • @maiarahmed8430
      @maiarahmed8430 3 года назад

      No, that is for a two sided t-test. In this case, we are working with a left-tailed t-test, so we use alpha as it is - 0.05 - (do not divide by 2) and 9 degrees of freedom, gives us a t value of -1.833

    • @imanbanerjee8276
      @imanbanerjee8276 3 года назад

      Yes. If the test is one sided like described in part a the upper bound should be positive infinity. But in the solution of part b two finite end points are being calculated.

  • @marlanarsi2590
    @marlanarsi2590 Год назад

    Qusetion ? Ha : is greater than 0 because before was heavy large number minus after smaller weight gives numbers above zero

  • @zarazafar4886
    @zarazafar4886 3 года назад +1

    Is it always after - before?

  • @yajatchoksi2652
    @yajatchoksi2652 Год назад

    how do we/you know that the grap is left or right-sided and how to know that the grap is one tail or two tail

  • @nimoosman7716
    @nimoosman7716 10 месяцев назад

    Thanks man

  • @riky2107
    @riky2107 5 месяцев назад

    for confidence interval shouldn't we use the two-tail t-score, in this case "2.26" 9df?

  • @peytonperduyn9009
    @peytonperduyn9009 Месяц назад

    Even though the t-test is one-tailed, the CI95 is bounded on both sides? Shouldn't a one-tailed CI be bounded by either negative infinity at the lower bound or infinity at the upper bound?

  • @gw7403
    @gw7403 2 года назад

    Null hypothesis should be u(d)=0 instead of u(d)>=0. It is also more informative to calculate and compare probability value to significance level instead of conceptualizing t values.

  • @commonwang1457
    @commonwang1457 3 года назад

    I have a question. what conditions we need to confirm in order to constract confidence interval?

  • @bertram1724
    @bertram1724 3 года назад +1

    how do I get the P-value from this?

  • @ghaniyd6292
    @ghaniyd6292 7 месяцев назад

    Hi, do you know the source book/journal for paired t-test?

  • @joanchong6622
    @joanchong6622 6 месяцев назад

    hi, may I ask if the sample size data of before and after is not the same, how can I solve this?

  • @abuda7em20
    @abuda7em20 Год назад

    sometimes we minus ( after - before = Xd ) and sometimes we minus (before - after = Xd ) , So , when we decide which one to use .

  • @CamiloSanchez1979
    @CamiloSanchez1979 Год назад

    Why am I getting -21.173, -5.03 on my calculation for the confidence interval when I use the equation given by professor?

  • @michelleacab6024
    @michelleacab6024 3 года назад

    Hello. It is possible to use paired t-test if I get the mean scores of before and after, not its total scores?

  • @peace58489
    @peace58489 4 года назад +1

    Im confused. I thought when the Statistic > critical value you reject the Null Hypothesis but you did the opposite. Please explain why because i thought this rule was consistent throughout statistics.

    • @woodchuk1
      @woodchuk1 4 года назад

      joseph smith In this case, the alternate hypothesis is directional, meaning that the test is one-tailed. It happens to be left-tailed because the alternate hypothesis involves a mean difference less than zero. Since it’s left tailed, the critical value is negative. The rejection region is always to the more slender side of the curve; therefore, if the critical value boundary is negative (on the left side of the curve), the rejection region is farther to the left of the critical value boundary, that is, where the curve is skinnier. This amounts to saying that the null is rejected if the test statistic is more negative than the critical value (which is itself negative in this case).

    • @sheilafajardo240
      @sheilafajardo240 4 года назад

      no it depends on the test used

  • @surihapsari6595
    @surihapsari6595 4 года назад +1

    Can anyone tell me why my upper and lower values of 95% CI of the difference in SPSS are different to those in the video (-22.418 & -3.782)? All other numbers are the same, the mean, std. deviation, std. error mean, calculated t-value, and df.

    • @surihapsari6595
      @surihapsari6595 4 года назад

      Using the CI formula in this video ruclips.net/video/TMRBGFIj0RM/видео.html gives me the same values as SPSS.

    • @itsrishika7022
      @itsrishika7022 4 года назад

      when calculating the CI you have to use t at alpha/2 so t0.025 at df = 9 which would give you these values

  • @samueldarenskiy6893
    @samueldarenskiy6893 Год назад

    shouldnt we have t alpha/2 since we are dealing with confidence intervals? So, ~2.26

  • @arlenemaesalera949
    @arlenemaesalera949 3 года назад

    is it a general rule to subtract after to before (after - before)??? really need the help.

    • @philipcho231
      @philipcho231 3 года назад

      No. But in this case they wanted weight reduction so before-after would be easier to explain

  • @Ventixo
    @Ventixo Год назад

    I dont understand why for the weight loss, the null hypothesis isn't mewd is less than 0. Isnt the status quo that the weight loss program IS effective??

    • @andycantero1968
      @andycantero1968 Месяц назад

      Exactly my thought. Doesn't make much sense

  • @Beingzuuu
    @Beingzuuu 9 месяцев назад

    what if the n is more than thirty, do we still use this formula and just replace the t with z?

  • @zacharyh8253
    @zacharyh8253 Год назад

    Why is it -3.18 for Tc instead of -0.318 ? Rounding?

  • @ratnanirupama
    @ratnanirupama 2 года назад

    Isnt the t value formula meant for an unpaired t test?? this video is on paired t test right

  • @ermutanda3802
    @ermutanda3802 11 месяцев назад

    I know this is super late but why did he use the t values for 1-a and not 1-a/2 when computing the confidence interval? The way he did it he found it for a 90% confidence level no for a 95% confidence level like requested

  • @mdichathuranga1
    @mdichathuranga1 4 года назад +2

    hi thanks for the video, just need to get a point clarified when getting the confidence interval shouldn't the (Alpha /2) be used which is 0.025, But 0.05 .... because for confidence interval we usually use t(Alpha/2) right ? ....
    in your previous video, you mention we should be using t(Alpha/2) : ruclips.net/video/MUD390jtgQs/видео.html
    would you be able to advise on this ?.....
    Thanks,
    best reagards.

  • @KamranKhan-pm9sj
    @KamranKhan-pm9sj Год назад

    Sometimes we do (after - before) and sometimes (before - after) ... what tge reason?

  • @__evanhart5320
    @__evanhart5320 3 года назад

    the standard deviation i get on my calculator ( because i can input it there) is 12.3. idk why im always a few points off when it i do it that way

    • @justinmulyagananda1057
      @justinmulyagananda1057 3 года назад

      Did you use the Sample Stdev?

    • @amaanahmed8936
      @amaanahmed8936 3 года назад

      @@justinmulyagananda1057 yes i got 12.3 too, i used the general standard deviation formula, is it wrong?

  • @successesther3004
    @successesther3004 3 года назад +1

    This is clear imagine demons for me!

  • @tjpradeep2003
    @tjpradeep2003 2 года назад

    Bro how to choose one tail or two tail for sample distribution

  • @Thevisibleman844
    @Thevisibleman844 Год назад

    How can I calculate it by using the calculator

  • @philipcho231
    @philipcho231 3 года назад

    Anyone know why null is >=0 not =0? I thought null was about no change.