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

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  • เผยแพร่เมื่อ 9 ก.พ. 2025

ความคิดเห็น • 63

  • @DigitalELearning
    @DigitalELearning  ปีที่แล้ว +5

    👀 Hello Friends, 𝐉𝐨𝐢𝐧 my 𝑺𝒐𝒄𝒊𝒂𝒍 𝑴𝒆𝒅𝒊𝒂 𝑳𝒊𝒏𝒌 for regular updates:
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  • @Farooq-s8v
    @Farooq-s8v 5 วันที่ผ่านมา

    Superb, well explained. Thanks a lot.❤❤

  • @soundaravallidevarajan335
    @soundaravallidevarajan335 9 หลายเดือนก่อน +1

    Problem solving very fantastic 🙏🙏

  • @SahildeepSingh-nd5zq
    @SahildeepSingh-nd5zq ปีที่แล้ว +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 หลายเดือนก่อน +1

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

    • @DigitalELearning
      @DigitalELearning  5 หลายเดือนก่อน +1

      Yes, correct

  • @debasispatra8368
    @debasispatra8368 ปีที่แล้ว +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.

  • @fakharunnisa5442
    @fakharunnisa5442 ปีที่แล้ว +1

    Amazing.

  • @soundaravallidevarajan335
    @soundaravallidevarajan335 9 หลายเดือนก่อน +1

    Thank you

  • @reetikasharma7304
    @reetikasharma7304 ปีที่แล้ว +1

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

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว +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).

  • @গোলামমোস্তফা-শ৮থ
    @গোলামমোস্তফা-শ৮থ ปีที่แล้ว +2

    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  ปีที่แล้ว +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.

  • @MehnazBibi-pm4bb
    @MehnazBibi-pm4bb 10 หลายเดือนก่อน +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?

  • @shriyakjain3799
    @shriyakjain3799 17 วันที่ผ่านมา

    Please explain key words also

  • @Booshu-to2qe
    @Booshu-to2qe ปีที่แล้ว

    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  ปีที่แล้ว +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.

  • @user-yd1hj7qj9s
    @user-yd1hj7qj9s ปีที่แล้ว +2

    1.d
    2.d
    3.c

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว +1

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

  • @_curiosity...8731
    @_curiosity...8731 ปีที่แล้ว +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 ปีที่แล้ว +5

      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  ปีที่แล้ว +2

      Thank you Kaviyas for explaing it.

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว +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 ปีที่แล้ว +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 หลายเดือนก่อน

      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 ปีที่แล้ว +5

    1a
    2d
    3a

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว

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

    • @nikipradhan295
      @nikipradhan295 ปีที่แล้ว +1

      C. Interval and ratio data

    • @DigitalELearning
      @DigitalELearning  5 หลายเดือนก่อน

      100 % correct Champ 😊

  • @chaitrabashetti7559
    @chaitrabashetti7559 ปีที่แล้ว +1

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

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว

      Watch this video on Scales of Measurement in Statistics - Nominal, Ordinal, Interval, Ratio | Level of Measurement : th-cam.com/video/3BuJjrLDsNY/w-d-xo.html

  • @AishDelightfulcakes
    @AishDelightfulcakes ปีที่แล้ว +1

    Which table can one use when u have negative calculated value

  • @shubhamnaik260
    @shubhamnaik260 2 หลายเดือนก่อน

    2nd prob sd=5.04

  • @lilabatipalit1999
    @lilabatipalit1999 3 หลายเดือนก่อน

    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 หลายเดือนก่อน

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

  • @ray94110
    @ray94110 ปีที่แล้ว +1

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

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว

      Watch this video on Standard deviation :th-cam.com/video/xVXHtREtCls/w-d-xo.html

  • @venkateshmallisetty4196
    @venkateshmallisetty4196 ปีที่แล้ว +2

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

    • @DigitalELearning
      @DigitalELearning  ปีที่แล้ว

      That is for degree of freedom

    • @kashishsharma1826
      @kashishsharma1826 9 หลายเดือนก่อน +3

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

    • @lilabatipalit1999
      @lilabatipalit1999 3 หลายเดือนก่อน

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

  • @manishabhoi4924
    @manishabhoi4924 10 หลายเดือนก่อน +1

    2d

    • @DigitalELearning
      @DigitalELearning  5 หลายเดือนก่อน

      100 % correct Manisha Champ 😊

  • @shrirajnacharya3468
    @shrirajnacharya3468 5 หลายเดือนก่อน

    T stats is 0.44 not 0.04

    • @DigitalELearning
      @DigitalELearning  5 หลายเดือนก่อน +1

      Let me re verify this

    • @lilabatipalit1999
      @lilabatipalit1999 3 หลายเดือนก่อน

      Same answer I got 0.43 I hv sir pls clarify

  • @DigitalELearning
    @DigitalELearning  ปีที่แล้ว +2

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