A transfer function-autoregressive (TF-AR) model is established to estimate groundwater depth in data missing areas. Firstly,transfer function (TF) model is calibrated by regressive analysis.Then,autoregressive model is applied to pre-whiten the residual of the TF model.The case study shows that TF-AR model has prominent fit,which is important to estimate groundwater depth by using precipitation data.