A functional basis object (see basisfd). By
default, use a linear combination of const,
sin((2*pi)*t) and cos((2*pi)*t).
lambda
A nonnegative number specifying the amount of smoothing. By default,
apply no additional smoothing.
...
Not currently used.
Details
Although it is possible to specify arbitrary functional basis object,
the function will only work properly if the basis is periodical on the
unit interval. It is recommended to use a Fourier basis with default
period (create.fourier.basis).
Positive values of lambda imply a restriction on roughness of
the result. The more the value, the more smooth result is; see
smooth.basis for more detailed description.
Value
A time series object with times from 0 to 1 and the same frequency as
x. The smoothing functional data object is stored in attribute
fd.
See Also
smooth.basisPar, fd for
functional data objects, seasonal.ave for alternative
seasonal extraction method.