For a polynomial with coefficients in a -algebra , we consider Schur-positivity of the symmetric function . Using work of Lindström and Gessel–Viennot, we give sufficient conditions for Schur-positivity in terms of directed networks. In the case when is the multivariate independence polynomial of the incomparability graph of a natural unit interval order, we apply these ideas to give a new proof of Schur-positivity of the chromatic symmetric function . Additionally, we prove Schur-positivity of certain sums of chromatic symmetric functions, refining recent work of Amdeberhan–Shareshian–Stanley. In the case when , we prove necessary and sufficient conditions for Schur-positivity in terms of symmetric function evaluations. In particular, we show for , for all partitions if and only if for all partitions , and these inequalities are equivalent to log-majorizing . Using representation theory of , we prove Schur-positivity of when for a collection of vectors . As an application for this result, we introduce the Kirchhoff symmetric function of a loopless graph and show that it it always Schur-positive.

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