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rlogistic-regression

Can you perform a Kernel Logistic Regression in R

I am trying to perform a Kernel Logistic Regression in R. Is there a package that does this?

Solution

  • stats::ksmooth gives you the Nadaraya–Watson kernel regression:

    with(cars, {
    plot(speed, dist>40)
    lines(ksmooth(speed, dist>40, "normal", bandwidth = 2), col = 2)
    lines(ksmooth(speed, dist>40, "normal", bandwidth = 6), col = 3)
})

    enter image description here