Math Moments with Spark: #2 Theil-Sen Regression

This video covers the basics of how Theil-Sen regression works and the benefits of it over ordinary least squares regression (covered in video #1). The video also shows how to calculate this type of regression yourself if you should want to.

Пікірлер: 5

  • @sandeepbhatti3124
    @sandeepbhatti31249 ай бұрын

    Thank you so much! Great explanation.

  • @russellwu2489
    @russellwu24893 жыл бұрын

    Thanks!! Very good explanation for Theil-sen

  • @marioadiez
    @marioadiez3 жыл бұрын

    Muy Bueno! THANKYOU

  • @yogeshsabnis8507
    @yogeshsabnis85073 жыл бұрын

    Thank you for a very clear video. How does Theil-Sen compare with PLS? Can one use Theil-Sen for more than 2 variables? Thank you

  • @BrandonJoeReich

    @BrandonJoeReich

    3 жыл бұрын

    Thanks for the comment. PLS (Partial Least Squares) requires multiple explanatory variables whereas Theil-Sen is based on just one. I saw a paper from Yale and the University of Mississippi proposing a method of converting Theil-Sen but I'm not sure exactly how it works other than knowing they say they use multivariate (multidimensional) medians.