RE: Nonlinear fitting and dependenciesDependency values are used to determine if the fitting equation is over parameterized or if the selected fitting function does not describe the data very well. A dependency of 1 indicates that the parameter value may not be very reliable. The dependency value is meaningful once the chi^2 value has been reduced. For example, open \origin40\samples\fixexmp1.opj. This is 1st Order Exponential Decay data. Enter the Non-Linear Curve Fitter and select the ExpDecay1 fitting function. Now, select Action:Fit and allow all fitting parameters to vary. After fitting you will see that x0 and A1 have a dependency of 1. This is because the function can be rewritten as the following:
y = y0 + A1 * e^( x0/t1 ) * e^( -x/t1)
As you can see, the A1 * e^( x0/t1 ) term can have different A1 and x0 pairs of values to produce the same result. This will cause the two parameters to have a mutual dependency, as indicated by a value of 1. If you now fix (uncheck the vary? box) either A1 or x0, you will see that the dependency is no longer 1.
The dependency is defined on page 331 of the Origin 4.0 User's Manual. There is also additional information on page 347.