In this study, a method of correcting the influence of LDA measuring volume size and electronic noise on the statistics of turbulence using a high spatial resolution laser Doppler anemometer in the viscous sublayer and the buffer region of wallbounded flows is presented. The significance of this correction method is confirmed by the good agreement that exist with the data from direct numerical simulations.