For a high dimensional linear model with finite number of covariates measured errors, we study statistical inference on the parameters associated error-prone covariates, and propose new corrected decorrelated score test corresponding type estimator. This work was motivated by real data example, where both low phenotypic variables genotypic variables, single nucleotide polymorphisms (SNPs), are ...

Computer vision systems have been exploited to detect the three dimensional shape data of objects. Slit-laser scanning or pattern projection on the recording process is executed on these system. Generally, since the recording process takes a time, the temporally stop of physical movement is required for both of the measurement target and the measurement device during the recording process. In o...