The period-luminosity relation (PLR) of Mira variable stars is an important tool to determine astronomical distances. common approach estimating the PLR a two-step procedure that first estimates periods and then runs linear regression magnitude on log period. When light curves are sparse noisy, accuracy period estimation decreases can suffer from aliasing effects. Some methods improve by incorp...