Linear Fitting with GNUPLOT
Calculating...
The
fitting is done, gnuplot's output follows:
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Sat Oct 18 19:16:14 2008
FIT: data read from "/srv/gnuplot/tmp//fit-19955-23841.dat" using 1:2
#datapoints = 9
residuals are weighted equally (unit weight)
function used for fitting: a+b*x
fitted parameters initialized with current variable values
Iteration 0
WSSR : 4.67902 delta(WSSR)/WSSR : 0
delta(WSSR) : 0 limit for stopping : 1e-05
lambda : 0.70715
initial set of free parameter values
a = 1
b = 1
After 6 iterations the fit converged.
final sum of squares of residuals : 0.000299867
rel. change during last iteration : -1.40647e-13
degrees of freedom (ndf) : 7
rms of residuals (stdfit) = sqrt(WSSR/ndf) : 0.00654508
variance of residuals (reduced chisquare) = WSSR/ndf : 4.28381e-05
Final set of parameters Asymptotic Standard Error
======================= ==========================
a = 0.00333119 +/- 0.005472 (164.3%)
b = 29.1614 +/- 0.4933 (1.692%)
correlation matrix of the fit parameters:
a b
a 1.000
b -0.917 1.000
