What is Student's t-test in Statistics ? | Student's t -distribution ? | Explained with Examples

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  • Опубликовано: 27 янв 2025

Комментарии • 63

  • @DigitalELearning
    @DigitalELearning  Год назад +6

    👀 Hello Friends, 𝐉𝐨𝐢𝐧 my 𝑺𝒐𝒄𝒊𝒂𝒍 𝑴𝒆𝒅𝒊𝒂 𝑳𝒊𝒏𝒌 for regular updates:
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  • @SahildeepSingh-nd5zq
    @SahildeepSingh-nd5zq Год назад +4

    Hello sir I really liked your video it helped alot to me in learning these concepts. But still i have 1 doubt regarding the second example questions that is for paired t test the calculation not seems right can you please verify the second example that would help me alot if you do that

    • @antosandras
      @antosandras 7 месяцев назад +1

      Yes, he forgot to take square root in the numerator of s_d.

    • @DigitalELearning
      @DigitalELearning  5 месяцев назад +1

      Yes, correct

  • @debasispatra8368
    @debasispatra8368 Год назад +3

    Very Nice explanation. I understood One sample t-test & Paired sample t-test. But want to know Independent sample t-test with example. Please suggest. Thank you.

  • @গোলামমোস্তফা-শ৮থ

    Hello, I want to know that is T distribution a sampling distribution?
    If it is than why this curve getting flatter? For sampling distribution we know that if n increases the variance will decrease.

    • @DigitalELearning
      @DigitalELearning  Год назад +1

      Yes, the T distribution is a sampling distribution. The T distribution becomes flatter as degrees of freedom increase. Despite increased sample size reducing variance, the T distribution's flattening reflects increased certainty about the population mean due to larger sample sizes, leading to values closer to the population mean.

  • @soundaravallidevarajan335
    @soundaravallidevarajan335 9 месяцев назад +1

    Problem solving very fantastic 🙏🙏

  • @_curiosity...8731
    @_curiosity...8731 Год назад +5

    When we look at the t-table, in column section, there are 2 options, one-tail and two-tails. My question is, how do we know that whether it is one or two tail test? Please comment..

    • @kaviyas9531
      @kaviyas9531 Год назад +4

      It's depends upon the hypothesis you formulate. Suppose in this video at first numerical question sir took one tail because our alternative hypothesis said that our mu should be greater than 40 so it will come on only one tail. But if u consider on 2nd question mu is not equal to zero so we should consider this as mu less than zero or mu greater than zero so here we will use two tail test

    • @DigitalELearning
      @DigitalELearning  Год назад +2

      Thank you Kaviyas for explaing it.

    • @DigitalELearning
      @DigitalELearning  Год назад +4

      Knowing whether to use a one-tail or two-tail test depends on your hypothesis. Imagine you flip a coin.
      - One-tail test: You predict it will land on heads. You only need to look at the "heads" side of the coin.
      - Two-tail test: You don't know which side it will land on. You need to look at both sides of the coin.
      I hope your query is now clear

    • @zahidbaig48baig49
      @zahidbaig48baig49 Год назад +3

      If the hypothesis shows equality it is two tail
      If the hypothesis shows signs greater and smaller than it is one tail

    • @BilalAwan-xh8uk
      @BilalAwan-xh8uk 9 месяцев назад

      If ho equal ho aur h1 not equal ho to two tailed and if ho is greater equal or less equal ho to h1 ,< aye ga aur h1> respectively Hoga to one tail test use hoga

  • @reetikasharma7304
    @reetikasharma7304 Год назад +1

    When to use t distribution?
    3rd point, can u please explain again. Rest all content is awesome

    • @DigitalELearning
      @DigitalELearning  Год назад +1

      Hi Reetika, First of all apologies for late reply.
      See we are talking about "Population distribution is Unimodal and Skewed " . Unimodal means it has a single peak or a single "bump" or hump in the shape of the distribution. and Skewed means its not symmetrical around its central point (mean, median, or mode).

  • @MehnazBibi-pm4bb
    @MehnazBibi-pm4bb 10 месяцев назад +1

    What is meant by student t- distribution11aborate with an example:
    Confidence interval estimation from a sample of 11 observations.
    Conduct a sample test of mean given the data in part a.
    This type of question solved video?

  • @AishDelightfulcakes
    @AishDelightfulcakes Год назад +1

    Which table can one use when u have negative calculated value

  • @chaitrabashetti7559
    @chaitrabashetti7559 Год назад +1

    What is the difference between nominal, ordinal and interval data?

    • @DigitalELearning
      @DigitalELearning  Год назад

      Watch this video on Scales of Measurement in Statistics - Nominal, Ordinal, Interval, Ratio | Level of Measurement : ruclips.net/video/3BuJjrLDsNY/видео.html

  • @Booshu-to2qe
    @Booshu-to2qe Год назад

    Hello sir,Thank you for your great work .I have a doubt,sir how do you fix to see whether it's a one tailed or two tailed to see in the table

    • @DigitalELearning
      @DigitalELearning  Год назад +1

      To determine if a statistical test is one-tailed or two-tailed, examine your hypothesis. If it specifies a direction (greater or less than), it's one-tailed. If it's about a difference without specifying direction, it's two-tailed. Use the appropriate critical values from the table based on your hypothesis type.

  • @shriyakjain3799
    @shriyakjain3799 3 дня назад

    Please explain key words also

  • @reetikasharma7304
    @reetikasharma7304 Год назад +5

    1a
    2d
    3a

    • @DigitalELearning
      @DigitalELearning  Год назад

      Hello Reetika, Your Q1 and A2 are correct but not the Q3. Do you want to try again ?

    • @nikipradhan295
      @nikipradhan295 Год назад +1

      C. Interval and ratio data

    • @DigitalELearning
      @DigitalELearning  5 месяцев назад

      100 % correct Champ 😊

  • @lilabatipalit1999
    @lilabatipalit1999 2 месяца назад

    Sir I hv answer of 0.43 t stat value and I couldn't understand why you used 4 as a value of sample size bcz it is 5 according to question

    • @ashishgautam8220
      @ashishgautam8220 2 месяца назад

      n is used for population and when we have sample we use n-1 to calculate standard deviation

  • @user-yd1hj7qj9s
    @user-yd1hj7qj9s Год назад +2

    1.d
    2.d
    3.c

    • @DigitalELearning
      @DigitalELearning  Год назад +1

      Thanks for replying. Here is the answer key
      Q1 A)
      Q2 D)
      Q3 C)

  • @soundaravallidevarajan335
    @soundaravallidevarajan335 9 месяцев назад +1

    Thank you

  • @fakharunnisa5442
    @fakharunnisa5442 Год назад +1

    Amazing.

  • @venkateshmallisetty4196
    @venkateshmallisetty4196 Год назад +2

    When u r calculating t n=5 but y u substituted n=4

    • @DigitalELearning
      @DigitalELearning  Год назад

      That is for degree of freedom

    • @kashishsharma1826
      @kashishsharma1826 9 месяцев назад +3

      @@DigitalELearning no for calculated t value also you put n=4 but it shouldve been n=5

    • @lilabatipalit1999
      @lilabatipalit1999 2 месяца назад

      Same question my standard deviation value is also different from the video

  • @ray94110
    @ray94110 Год назад +1

    Standard deviation toh video jesa same aa hi NH raha ...😢. Plz help

    • @DigitalELearning
      @DigitalELearning  Год назад

      Watch this video on Standard deviation :ruclips.net/video/xVXHtREtCls/видео.html

  • @shubhamnaik260
    @shubhamnaik260 2 месяца назад

    2nd prob sd=5.04

  • @shrirajnacharya3468
    @shrirajnacharya3468 5 месяцев назад

    T stats is 0.44 not 0.04

  • @manishabhoi4924
    @manishabhoi4924 9 месяцев назад +1

    2d

  • @DigitalELearning
    @DigitalELearning  Год назад +2

    👀 Hello Friends, 𝐉𝐨𝐢𝐧 my 𝑺𝒐𝒄𝒊𝒂𝒍 𝑴𝒆𝒅𝒊𝒂 𝑳𝒊𝒏𝒌 for regular updates:
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