Viewing contents of file '../idllib/contrib/windt/gauss_fit.pro'
;+
; NAME:
;
; GAUSS_FIT
;
; PURPOSE:
;
; Fit y=f(x) where:
; f(x) = a0*exp(-z^2/2) + a3
; and z=(x-a1)/a2
; a0 = height of gaussian, a1 = center of gaussian, a2 = 1/e width,
; a3 = background.
; Estimate the parameters a0,a1,a2,a3 and then call CURFIT.
;
; CALLING SEQUENCE:
;
; YFIT = GAUSS_FIT(X,Y,A)
;
; INPUTS:
;
; X - independent variable, must be a vector.
;
; Y - dependent variable, must have the same number of points ;
; as x.
;
; OUTPUTS
;
; YFIT - fitted function.
;
; OPTIONAL OUTPUT PARAMETERS:
;
; A - Fit coefficients. a three element vector as described
; above.
;
; MODIFICATION HISTORY:
;
; Adapted from GAUSSFIT
;
; D. L. Windt, Bell Laboratories, March, 1990
; windt@bell-labs.com
;-
;
pro gaussian,x,a,f,pder
z = (x-a(1))/a(2) ;get z
ez = exp(-z^2/2.)*(abs(z) le 7.) ;gaussian part ignore small terms
f = a(3)+a(0)*ez ;function.
if n_params(0) le 3 then return ;need partial?
pder = fltarr(n_elements(x),4) ;yes, make array.
pder(0,0) = ez ;compute partials...
pder(0,1) = a(0) * ez * z/a(2)
pder(0,2) = pder(*,1) * z
pder(*,3) = 1.
return
end
function gauss_fit,x,y,a
on_error,2
cm=check_math(0.,1.) ; Don't print math error messages.
n = n_elements(y) ; # of points.
c=poly_fit(x,y,1,yf) ; Do a straight line fit.
yd=y-yf
ymax=max(yd) & xmax=x(!c) & imax=!c ;x,y and subscript of extrema
ymin=min(yd) & xmin=x(!c) & imin=!c
if abs(ymax) gt abs(ymin) then i0=imax else i0=imin ;emiss or absorp?
i0 = i0 > 1 < (n-2) ;never take edges
dy=yd(i0) ;diff between extreme and mean
del = dy/exp(1.) ;1/e value
i=0
while ((i0+i+1) lt n) and $ ;guess at 1/2 width.
((i0-i) gt 0) and $
(abs(yd(i0+i)) gt abs(del)) and $
(abs(yd(i0-i)) gt abs(del)) do i=i+1
a = [yd(i0), x(i0), abs(x(i0)-x(i0+i)),c(0)] ;estimates
!c=0 ;reset cursor for plotting
return,curvefit(x,y,replicate(1.,n),a,sigmaa,funct='gaussian')
end