| ucv {MASS} | R Documentation |
Unbiased Cross-Validation for Bandwidth Selection
Description
Uses unbiased cross-validation to select the bandwidth of a Gaussian kernel density estimator.
Usage
ucv(x, nb = 1000, lower, upper)
Arguments
x |
a numeric vector |
nb |
number of bins to use. |
lower, upper |
Range over which to minimize. The default is almost always satisfactory. |
Value
a bandwidth.
References
Scott, D. W. (1992) Multivariate Density Estimation: Theory, Practice, and Visualization. Wiley.
Venables, W. N. and Ripley, B. D. (2002) Modern Applied Statistics with S. Fourth edition. Springer.
See Also
Examples
ucv(geyser$duration)
[Package MASS version 7.3-61 Index]