What should I believe in nonlinear curve fitting, Chi-square or R

pub.mdpi-res.com/risks/risks-10-00184/article_depl

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Help Online - Origin Help - Theory of Nonlinear Curve Fitting

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What is the reason of interference feature on the Halogen-Tungsten