We predict that the phase-dependent error distribution of locally unentangled quantum states directly affects quantum parameter estimation accuracy. Therefore, we employ the displaced squeezed vacuum (DSV) state as a probe state and investigate an interesting question of the phase-sensitive nonclassical properties in DSV's metrology. We found that the accuracy limit of parameter estimation is a function of the phase-sensitive parameter φ − θ/2 with a period π. We show that when φ − θ/2 ∈ [kπ/2, 3kπ/4) (k ∈ Z), we can obtain the accuracy of parameter estimation approaching the ultimate quantum limit through using the DSV state with the larger displacement and squeezing strength, whereas φ − θ/2 ∈ (3kπ/4, kπ] (k ∈ Z), the optimal estimation accuracy can be acquired only when the DSV state degenerates to squeezed-vacuum state.