This paper proposes a semiparametric smooth coefficient cost model to study the university cost structure where coefficients are an unknown function of the university’s overall quality. A local least square method with a kernel weight function is used to estimate the cost function, and a simple statistic for testing a parametric model of the additive quality versus the semiparametric smooth c…