Using R: Simple Linear Regression from Scratch

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  • เผยแพร่เมื่อ 22 ม.ค. 2025

ความคิดเห็น • 10

  • @statisticsmatt
    @statisticsmatt  4 ปีที่แล้ว

    #################################################
    ## Using R: Simple Linear Regression from Scratch
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    ## Video is for my playlist
    ## General Linear Models:Regression
    #################################################
    ## Data from UCLA!
    d

  • @alibunny1580
    @alibunny1580 4 ปีที่แล้ว

    Hello Sir,
    Do you have the MLE of F-Distribution. So, please Upload it.

    • @statisticsmatt
      @statisticsmatt  4 ปีที่แล้ว +1

      I have not derived the MLE for an F Distribution. Have you checked out a paper by Spruill, which may help? www.sciencedirect.com/science/article/pii/0047259X86900709

    • @alibunny1580
      @alibunny1580 4 ปีที่แล้ว

      @@statisticsmatt Yes I check it but I did not understand this Paper. First, I check the of Mean and Variance of the F-Distribution and I understand. Because, Sir teaching Method was awesome. So that's why I requests you for MLE of F Distribution.

    • @statisticsmatt
      @statisticsmatt  4 ปีที่แล้ว

      I think that this would be a good video to make. However, I'm not sure when I'll be able to get to it. Guess in 3-4 months. If I had to guess, a Newton Raphson Method would need to be used.

  • @esosaomozuyi5951
    @esosaomozuyi5951 3 ปีที่แล้ว

    You're not running the data from scratch. You already had things in your RStudio when you started recording!

    • @statisticsmatt
      @statisticsmatt  3 ปีที่แล้ว

      First, many thanks for watching. Don't forget to subscribe and let others know about this channel. I guess it depends how we define "from scratch". You're correct in that I did practice with R before I started recording, which means that I have objects stored in R. However, I meant "from scratch" to mean calculating Simple Linear Regression without using the built in functions from R. You're so observant. Again, many thanks for watching!