Propose modified estimates of market microstructure noise (MMN) variance based on Hansen and Lunde (2006). Report Monte Carlo results of comparison of different estimates of MMN variance. Report better performance of modified estimates at different frequencies. Report empirical estimates of MMN variance for some liquid NYSE stocks in 2010–2013.