MATLAB: Can I use lsqcurvefit for a function of multiple variables

lsqcurvefitmultiple variables

Here is the code I am trying to run:
coeff0 = [1 0.5 2];
svData(:,1) = varStruct(indVar).sv1vals'
svData(:,2) = varStruct(indVar).sv2vals'
zData = varStruct(indVar).linearB'
b = lsqcurvefit(klaCorr,coeff0,svData,zData);
The function klaCorr, which I have in a separate function m-file:
function klaX = klaCorr(coeff,sv)
    klaX = coeff(1) + (sv(1)^coeff(2))*(sv(2)^coeff(3));
end
And the output:
svData =
  248.8431    1.7500
  400.4011    1.7500
  400.4011    2.0000
  103.7757    1.7500
  103.7757    1.7500
  103.7757    1.7500
zData =
   1.0e-04 *
    0.0637
    0.1115
    0.1272
    0.0468
    0.0504
    0.0321
Not enough input arguments.
Error in klaCorr (line 2)
    klaX = coeff(1) + (sv(1)^coeff(2))*(sv(2)^coeff(3));
Error in klascripts (line 609)
b = lsqcurvefit(klaCorr,coeff0,svData,zData);
Does anyone know why I am getting this error message?
Also, if there is a better way to do this with a function other than lsqcurvefit, I am open to suggestions!
Feel free to ask for more details 🙂
Thanks

Best Answer

Your objective function ‘klaCorr’ needs to address the appropriate columns of ‘sv’: 
klaCorr = @(coeff,sv) coeff(1) + (sv(:,1).^coeff(2)).*(sv(:,2).^coeff(3));
I used an anonymous function for it here.
The entire code: 
svData = [248.8431    1.7500
          400.4011    1.7500
          400.4011    2.0000
          103.7757    1.7500
          103.7757    1.7500
          103.7757    1.7500];
zData = 1.0e-04 * [0.0637
                   0.1115
                   0.1272
                   0.0468
                   0.0504
                   0.0321];
coeff0 = [1 0.5 2];
klaCorr = @(coeff,sv) coeff(1) + (sv(:,1).^coeff(2)).*(sv(:,2).^coeff(3));
b = lsqcurvefit(klaCorr,coeff0,svData,zData)
produces: 
b =
         -1.00002742240113      4.42835377098216e-06      1.96276255078078e-05
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