The bandwidth is selected by a rule of thumb similar to bw_t.

bw_tll(udata, deg)

Arguments

udata

data.

deg

degree of the polynomial.

Value

A 2 x 2 bandwidth matrix.

Details

The formula is $$5 n^{-1 / (4q + 2)} \hat{\Sigma}^{1/2},$$ where \(\hat{Sigma}\) is empirical covariance matrix of the transformed random vector and \(q = 1\) for TLL1 and \(q = 2\) for TLL2.