The condition mean expression is normally distributed μ m (c ) ∼ Norm (μ m (0), 1/(λ m (c )λ0)) with mean μ m (0), which is empirically calculated from multiple samples and scaled precision λ m (c )λ0.
The first one is a standard approach in the literature for fixed k, but has several limitations when applied in our context of multiple samples and large-scale data.
In addition, MS-MPC can incorporate, naturally, richer descriptions of external disturbances and model uncertainties over several distinct temporal scales (ranges of frequencies) and can accommodate, naturally and optimally, measurements at multiple sampling intervals and control actions at multiple rates.
Although specific protocols and sampling scales vary across nations, tens of thousands of sampling sites are collected multiple times a year, through which millions of biological specimens are routinely collected, preserved, identified and statistically analyzed [ 7].
For CV, improvement was slightly higher on scaling with multiple samples when λ1 was fixed.
Evidence for the scale's responsiveness to change occurred across multiple samples, including student-targeted interventions and workshops for practicing HCPs.
The relative ease in analyzing multiple samples in parallel makes MSIP particularly well suited for large scale study or validation of a large number of PPIs.
A more systematic study of DBS aging carried out with multiple samples would be necessary to address this issue before the PPT1 and TPP1 activity assays are used for large-scale screening.
Sometimes multiple samples from the same lot of flour give different results.
Microarrays allow automatic analysis of multiple samples or multiple reactions with minimal sample consumption.
