BwNN {fdapace} | R Documentation |
Minimum bandwidth based on kNN criterion.
Description
Input a list of time points Lt, and the number of unique neighbors k. Obtain the minimum bandwidth guaranteeing k unique neighbours.
Usage
BwNN(Lt, k = 3, onlyMean = FALSE, onlyCov = FALSE)
Arguments
Lt |
n-by-1 list of vectors |
k |
number of unique neighbors for cov and mu (default = 3) |
onlyMean |
Indicator to return only the minimum bandwidth for the mean |
onlyCov |
Indicator to return only the minimum bandwidth for the covariance |
Examples
tinyGrid = list(c(1,7), c(2,3), 6, c(2,4), c(4,5))
BwNN(tinyGrid, k = 2) # c(3,2)
[Package fdapace version 0.6.0 Index]