Power Basis Function Values
powerbasis |
Language Reference for FDA Library
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Power Basis Function Values
DESCRIPTION:
Evaluates a set of power basis functions, or a derivative of these
functions, at a set of arguments.
USAGE:
powerbasis(x, exponents, nderiv=0)
REQUIRED ARGUMENTS:
- x
-
a vector of argument values at which the power basis functions are to
evaluated. Since exponents may be negative, for example after
differentiation, it is required that all argument values be positive.
- exponents
-
a vector of exponents defining the power basis functions. If
y is such a rate value, the corresponding basis function is
x to the power y. The number of basis functions is equal to the
number of exponents.
OPTIONAL ARGUMENTS:
- nderiv
-
the derivative to be evaluated. The derivative must not exceed the
order. The default derivative is 0, meaning that the basis functions
themselves are evaluated.
VALUE:
a matrix of function values. The number of rows equals the number of
arguments, and the number of columns equals the number of basis
functions.
SEE ALSO:
create.power.basis, powerpen
EXAMPLES:
# set up a set of 10 positive argument values.
x <- seq(0.1,1,0.1)
# compute values for three power basis functions
exponents <- c(0, 1, 2)
# evaluate the basis matrix
basismat <- powerbasis(x, exponents)