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fit statistics with extra term to avoid division by zero; (#186)

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closes #181

Co-authored-by: Dominik Demuth <dominik.demuth@physik.tu-darmstadt.de>
Reviewed-on: IPKM/nmreval#186
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Dominik Demuth 2023-12-17 16:10:35 +00:00
parent 789801228a
commit 9815c0df40
1 changed files with 4 additions and 7 deletions
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src/nmreval/fit/result.py
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@ -157,15 +157,12 @@ class FitResultCreator:
'chi^2': chi,
'R^2': r,
'AIC': loglikehood + 2 * nvar,
'BIC': loglikehood + np.log(nobs) * nvar
'BIC': loglikehood + np.log(nobs) * nvar,
'adj. R^2': 1 - (nobs-1) / (dof+1e-13) * (1-r),
'red. chi^2': chi / (dof + 1e-13),
}
if dof != 0:
stats['adj. R^2'] = 1 - (nobs-1)/dof * (1-r)
stats['red. chi^2'] = chi / dof if dof != 0 else 0
if dof != 1:
stats['AICc'] = stats['AIC'] + 2*(nvar+1)*nvar / (dof-1)
stats['AICc'] = stats['AIC'] + 2*(nvar+1)*nvar / (dof - 1 + 1e-13)
return stats