Viewing contents of file '../idllib/astron/contrib/freudenreich/rob_checkfit.pro'
FUNCTION ROB_CHECKFIT,Y, YFIT, EPS, DEL, SIG, FRACDEV, NGOOD,W,B,$
BISQUARE_LIMIT=BLIM
;+
; NAME:
; ROB_CHECKFIT
; PURPOSE:
; Used by ROBUST_... routines to determine the quality of a fit and to
; return biweights.
; CALLING SEQUENCE:
; status = ROB_CHECKFIT( Y, YFIT, EPS, DEL, SIG, FRACDEV, NGOOD, W, B
; BISQUARE_LIMIT = )
; INPUT:
; Y = the data
; YFIT = the fit to the data
; EPS = the "too small" limit
; DEL = the "close enough" for the fractional median abs. deviations
; RETURNS:
; Integer status. if =1, the fit is considered to have converged
;
; OUTPUTS:
; SIG = robust standard deviation analog
; FRACDEV = the fractional median absolute deviation of the residuals
; NGOOD = the number of input point given non-zero weight in the
; calculation
; W = the bisquare weights of Y
; B = residuals scaled by sigma
;
; OPTIONAL INPUT KEYWORD:
; BISQUARE_LIMIT = allows changing the bisquare weight limit from
; default 6.0
; REVISION HISTORY:
; Written, H.T. Freudenreich, HSTX, 1/94
;-
ISTAT = 0
IF KEYWORD_SET(BLIM) THEN BFAC=BLIM ELSE BFAC=6.
DEV = Y-YFIT
SIG=ROBUST_SIGMA(DEV,/ZERO)
; If the standard deviation = 0 then we're done:
IF SIG LT EPS THEN GOTO,DONE
IF DEL GT 0. THEN BEGIN
; If the fraction std. deviation ~ machine precision, we're done:
Q=WHERE( ABS(YFIT) GT EPS, COUNT )
IF COUNT LT 3 THEN FRACDEV=0. ELSE FRACDEV = MED( ABS( DEV(Q)/YFIT(Q) ) )
IF FRACDEV LT DEL THEN GOTO,DONE
ENDIF
ISTAT = 1
; Calculate the (bi)weights:
B = ABS(DEV)/(BFAC*SIG)
S = WHERE( B GT 1.0,COUNT ) & IF COUNT GT 0 THEN B(S) = 1.
NGOOD = N_ELEMENTS(Y)-COUNT
W=(1.-B^2)
W=W/TOTAL(W)
DONE:
RETURN, ISTAT
END