How To... Select the Correct t-test to Compare Two Sample Means

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  • Опубліковано 4 жов 2024

КОМЕНТАРІ • 41

  • @pmqtpqbtmz3956
    @pmqtpqbtmz3956 6 років тому +18

    I really enjoy Eugene's Irish accent. It makes learning fun again :D

  • @znb5873
    @znb5873 7 років тому +12

    A saint from the Statistics realm. Thanks!

  • @yushauawwal7786
    @yushauawwal7786 6 років тому +3

    Very helpful to both teachers and students with explicit explanation

  • @TheTaurusGaming
    @TheTaurusGaming 5 років тому +3

    Thank you! really clear and easy explanation

  • @Muuip
    @Muuip 6 років тому +2

    Great concised presentation!
    Vers useful Thanks!

  • @kritsaphongphuthibpaphaisi1509

    This is valuable 7 min, thank you

  • @axediepied6993
    @axediepied6993 2 роки тому

    Thank you so much, you explained it so well.

  • @firstkaransingh
    @firstkaransingh 5 років тому +1

    Thank You very much this was very helpful.

  • @sanjaykrish8719
    @sanjaykrish8719 4 роки тому

    Beautifully put.. Thanks a ton

  • @mativillagran1684
    @mativillagran1684 5 років тому

    great video! very clear.

  • @gauravrajguru393
    @gauravrajguru393 2 роки тому

    amazing my concepts are related to t test

  • @nelsoncampos7339
    @nelsoncampos7339 3 роки тому +2

    In addition to the sample means in the numerator, what are the other two variables u1 and u2

    • @cococnk388
      @cococnk388 Рік тому

      Hypothesized difference in mean

  • @yiikshen4224
    @yiikshen4224 4 роки тому +3

    does it have specific value for closer /deviate from 1 at 1:49

  • @plttji2615
    @plttji2615 2 роки тому

    Thank you for the video, can you help me how to prove that is unbiased in this question? Question: Compare the average height of employees in Google with the average height in the United States, do you think it is an unbiased estimate? If not, how to prove it is not matched?

  • @lys1qb47
    @lys1qb47 6 років тому +2

    which type of t-test to choose when i want to find whether there is any significant difference across the weekday?

    • @EugeneOLoughlin
      @EugeneOLoughlin  6 років тому +2

      Hi Sia,
      Unfortunately, without knowing whether you have paired or unpaired samples, or see your data - I cannot answer your question. Please follow the logic, especially at the beginning, shown in the video to determine the type of test you need.
      Dr E.

    • @lys1qb47
      @lys1qb47 6 років тому

      @@EugeneOLoughlin I have daily data, arranged by weekdays, that means Monday, Tuesday, Wednesday, etc. Example, I want to test whether Monday is significant different from Tuesday. Can I say that, my data is unpaired data?

    • @EugeneOLoughlin
      @EugeneOLoughlin  6 років тому +1

      Hi Sia,
      Again - if you follow the logic in my video you will have to first decide whether your data are unpaired or not. So if you have two groups - one measured on Monday, and the other on Tuesday, then this will be an unpaired test. If you have one group and measure them on Monday and again on Tuesday - this is a paired test.
      Dr E.

    • @lys1qb47
      @lys1qb47 6 років тому

      @@EugeneOLoughlin thanks for the explanation. =)

    • @lys1qb47
      @lys1qb47 6 років тому

      @@EugeneOLoughlin Sorry, I'm still confused. Actually I have a time series data, which sorted by day, which means Monday, Tuesday, Wednesday, etc. That means I have 7 variable now. If I want to know whether there is any significant difference between Monday and Tuesday, which type of t test should I use? Paired or unpaired t test?

  • @lindseyp9131
    @lindseyp9131 3 роки тому

    But what value is considered equal or unequal variance? I can't seem to get a straight answer on this. If I have two populations n1=340, sd1=4.3 and n2=235, sd2=5.8 are these equal or unequal?

    • @EugeneOLoughlin
      @EugeneOLoughlin  3 роки тому +1

      Hi Lindsey,
      You need to first conduct a test to check if variance is equal or not - this is called an F Test.
      Please see my "How To..." video to show you how this works: ua-cam.com/video/-ukqBN5sQSI/v-deo.html
      Hope this helps,
      Dr E.

  • @abdhulkaaseem2805
    @abdhulkaaseem2805 7 років тому

    Thank you!

  • @olaoluwaomoyebi6772
    @olaoluwaomoyebi6772 2 місяці тому

    Good afternoon. I have a question, For a t-test my sample size should be than 30 right, but what if I have a categorical data with a sample size of 25000 what test will be appropriate

    • @EugeneOLoughlin
      @EugeneOLoughlin  2 місяці тому

      Hi @olaoluwaomoyebi6772,
      A sample size of 30-50 is sufficient for a t-test. Larger size is OK, but 25,000 is very big. Be sure that you choose the correct parametric or non-parametric test that is appropriate for your data. Some websites, such as www.scribbr.com/statistics/statistical-tests/, may be useful to help you determine what is best for you.
      Dr E.

  • @norjanajalel9077
    @norjanajalel9077 4 роки тому

    Which type of t-test if I want to know the difference between Pre-test and Post-test?

    • @EugeneOLoughlin
      @EugeneOLoughlin  4 роки тому +2

      Hi Norjana,
      At 4:50 in the video I suggest that the Paired t Test is the one to choose for a "before" and "after test. this is the same as pre/post. So this is the one to choose.
      Hope this helps,
      Dr E.

  • @FiqihAkbari16
    @FiqihAkbari16 6 років тому

    may i know you are using references from what book ?

  • @samkab677
    @samkab677 6 років тому

    Is it the same for z test ?

  • @omarshoaib449
    @omarshoaib449 5 років тому +1

    it was a good example but lack of applying it in your question was a little annoying

    • @EugeneOLoughlin
      @EugeneOLoughlin  5 років тому +1

      Hi Omar,
      Each of the three types of t Tests described in this video are described by me in separate videos - please check these out in my channel.:
      ua-cam.com/channels/jXUIvMeiEUna3KTQtYmScA.html
      Thank you for watching my video.
      Dr E.

  • @xxLoveonyouxx
    @xxLoveonyouxx 7 років тому +16

    rest in peace earbuds users ... but thanks!

    • @janlukasr.2141
      @janlukasr.2141 6 років тому +5

      fyi: there's a popup at 4:59... ;-)

    • @uscdude159
      @uscdude159 5 років тому +1

      @@janlukasr.2141 That scared the shit out of me lol

  • @TeenaMalhotra
    @TeenaMalhotra 3 роки тому

    👍

  • @staceya.775
    @staceya.775 4 роки тому

    Good grief that was confusing