Asymmetric risk of the Stein variance estimator under a misspecified linear regression model

Using LINear EXponential (LINEX) loss, we formulate the risk of a generic pre-test estimator for the disturbance variance in a misspecified regression model. The dominance and inadmissibility of the Stein estimator of disturbance variance are derived under respective loss configures.