Hypothesis testing in linear regression part 1

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  • เผยแพร่เมื่อ 1 ม.ค. 2025

ความคิดเห็น •

  • @hedgehog_fox
    @hedgehog_fox 6 ปีที่แล้ว +61

    Sometimes I wonder why I am still going to school when I can just watch Ben Lambert's video.

  • @RealMcDudu
    @RealMcDudu 4 ปีที่แล้ว +1

    I think the numerator has to be beta* - beta_true, because the t distribution requires a standard normal distribution in it's numerator.

    • @kottelkannim4919
      @kottelkannim4919 3 ปีที่แล้ว

      In hope I am not misleading you, I guess it is the STANDARD t-distribution which requires a STANDARD normal R.V. populating the numerator (*).
      What I do not fully get is how beta* , defined as "a value we got from our LS estimators", serves as a statistic. I think it should be beta_LS_{hat}, much like denominator which contains a statistic. But then again, I do not completely follow the lecturer's intention using this notation.
      (*) www.statlect.com/probability-distributions/student-t-distribution

  • @alanpereira7522
    @alanpereira7522 4 ปีที่แล้ว +6

    Paying 9k year for University and here I am

  • @ronak226
    @ronak226 7 ปีที่แล้ว

    the videos are amazing ! This is Quality content ! Great Work !

  • @totochandelier
    @totochandelier 4 ปีที่แล้ว

    if N is great enough, why don t we use a normal N(beta_true, sigma_tilda_square) for inference ?

  • @littlerainyone
    @littlerainyone 9 ปีที่แล้ว

    Question orthogonal to the video content: may I ask what sort of device you use for the screencasts? I plan to do some on-line tutoring and I have a Wacom tablet, but I find it quite difficult to write legibly with the Wacom pencil. It just isn't the same as paper. May I ask what you use? (I've already told you this, by the way, but the videos are fabulous).

  • @benjaminschatz4350
    @benjaminschatz4350 3 ปีที่แล้ว

    Hey someone could explain to me why we don't use the estimation of var(Beta ls) to approximate the distribution of Beta hat instead of creating a t distribution ?

  • @danxie3018
    @danxie3018 5 ปีที่แล้ว +1

    whats the difference between beta_star and beta_hat?

    • @totochandelier
      @totochandelier 4 ปีที่แล้ว +3

      beta star is the application of beta hat on a particular sample . For one beta hat, you should have several beta star: one by sample . beta star is a number , beta hat is the ols estimator .

  • @rodguinea
    @rodguinea 4 ปีที่แล้ว

    I was learning string theory and here I am (i.e. I ALWAYS end up in this channel lol)

  • @pulkitprajapati1114
    @pulkitprajapati1114 4 ปีที่แล้ว +1

    Use simple notations and expressions