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The functions to be fitted to data are linear combinations of a set of, so called, ``basic'' functions. Basic functions are either defined in the system or defined by the user as external FORTRAN routines. The actual combination of basic functions is defined via an interactive editor, (MIDAS command EDIT/FIT)
Basic functions are specified by the name, the independent variable(s) and parameter(s), with optional guesses for the parameters, following the syntax:
name(var1[,];par1[,
]) [par1=value]
The function name name defines the basic function used, it can be a
system function, as defined in the
table , or a external function with
name USER00, ..., USER09. In this case, the corresponding
file(s)
USER00.FOR, ..., USER09.FOR will exist in the working area
and will contain the definition of the routines following the syntax
described in the next section.
The number of independent variables of the function is determined by the string
var1[,]. The actual names of the independent variables are
considered as dummy names but their number has to coincide with the
actual number of parameters of the function.
All the functions defined in a given fit must
have the same number of independent variables.
Parameters are defined by unique names after the semicolon in the function specification. Parameters are interpreted according to the position and to the number of independent variables in the function.
A parameter is generally given a first guess on the same line,
as pari=value,
it can also be fixed to a given value or kept proportional to
another parameter.
The parameter is defined as fixed with the symbol immediately
following the value
as pari=value@. Linear constrains between parameters are defined as
pari=parj*value or pari=parj/value.
According to these rules, a one dimensional gaussian function is specified with the EDIT/FIT command as
1 GAUSS(X;A,B,C) A=10. B=3200.@ C=1.
where X is the dummy name of the only independent variable, the first parameter, defining the maximum of the function, is called A, initialized to 10, the second parameter, defining the position of the gaussian, is called B, and its fixed value is 3200 in world coordinates, and the FWHM is the parameter C, with initial value 1.
A linear combination of a gaussian and a Cauchy distribution, centered at the same position is specified as
1 GAUSS(X;A1,B1,C1) A1=10. B1=3200. C1=1.
2 CAUCHY(X;A2,B2,C2) A2=A1/10. B2=B1 C2=4.
in this case, the maximum of the Cauchy distribution is determined by the corresponding parameter of the Gaussian.
We include in table a summary of the system
basic functions; the actual mathematical expressions, with the meaning of the
function parameters are given in section
.