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.\"
.\" $Id: curvs.m,v 1.5 2008-07-27 03:35:39 haley Exp $
.\"
.TH CURVS 3NCARG "March 1998" UNIX "NCAR GRAPHICS"
.SH NAME
CURVS - calculate values for a smoothing spline
.SH SYNOPSIS
CALL CURVS (N, X, Y, D, ISW, S, EPS, YS, YSP, SIGMA, TEMP, IER)
.sp
This subroutine calculates certain values that are used by CURV2 in order
to compute an interpolatory smoothing spline under tension through a
sequence of functional values. The actual computation of the interpolated
values must be done using CURV2.
.sp
Three parameters are used to control the degree of smoothness -- D, S, and EPS.
.sp
The parameter D is a value indicating the degree of confidence in the
accuracy of the input function values -- it should be an approximation of
the standard deviation of error. Effectively the value of D controls how
close the smoothed curve comes to the input data points. If D is small
then the interpolated curve will pass close to the input data. The larger
the value of D, the more freedom the smooth curve has in how close it
comes to the input data values.
.sp
S is a more subtle global smoothing parameter. S must be non-negative.
For small values of S, the interpolated curve approximates the tension
spline and for larger values of S, the curve is smoother. A reasonable
value for S is REAL(N).
.sp
EPS controls the precision to which S is interpreted; EPS must be
between 0. and 1. inclusive. A reasonable value for EPS is SQRT(2./REAL(N)).
.SH DESCRIPTION
.IP N 12
(integer, input) The number of input data values. (N > 1)
.IP X 12
(integer, input) An array containing the abscissae for the input function.
These must be increasing values.
.IP Y 12
(integer, input) An array containing the functional values for the input
function -- Y(K) is the functional value at X(K) for K=1,N.
.IP D 12
(integer, input) A user-specified value containing the observed weights. D may
be either an array or a scalar, depending on the value of ISW (as
described below).
.IP ISW 12
(integer, input) A switch for interpreting the value of D. If ISW=0, then D
is an array of length N (D contains an individual error estimate for
each input data value); if ISW=1, then D is a scalar that serves
as an error estimate for every single data item.
.IP S 12
(integer, input) Contains the value for smoothing. S must be non-negative.
Larger values for S yield greater smoothing. A reasonable value is REAL(N).
.IP EPS 12
(integer, input) Contains a tolerance value for the relative precision to
which S should be interpreted. EPS must be between 0. and 1. inclusive.
A reasonable value is SQRT(2./REAL(N)).
.IP YS 12
(integer, input) An array of length N.
.IP YSP 12
(integer, input) An array of length N.
.IP SIGMA 12
(integer, input) Tension factor. Values near zero result in a cubic spline;
large values (e.g. 50) result in nearly a polygonal line. A typical value
is 1.
.IP TEMP 12
(integer, input) Scratch space.
.IP IER 12
(integer, output) An error return value.
If IER is returned as 0, then no errors
were detected.
.sp
= 1 if N is less than 2.
.br
= 2 if S is negative.
.br
= 3 if EPS is negative or greater than 1.
.br
= 4 if X values are not strictly increasing.
.br
= 5 if D is negative.
.SH ACCESS
To use CURVS, load the NCAR Graphics library ngmath.
.SH SEE ALSO
curv2,
fitgrid_params.
.sp
Complete documentation for Fitgrid is available at URL
.br
http://ngwww.ucar.edu/ngdoc/ng/ngmath/fitgrid/fithome.html
.SH COPYRIGHT
Copyright (C) 2000
.br
University Corporation for Atmospheric Research
.br
The use of this Software is governed by a License Agreement.
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