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The background noise is usually non-stationary, and hence the estimation requires to be adaptively updated or tracked.
The estimation requires calculating pseudocounts of reads that would have been obtained with libraries of equal size and an iterative computational optimization.
In that case, the estimation requires the expected value E T [ p(death| T ], which depends on the risk function p(death| T) and the distribution of the random vector T indicating the presence/absence of all treatments.
If the estimation requires accuracy in the low frequency portion of the variant spectrum, it will be necessary to carry out sequencing on each line individually with a high coverage of >20X.
The results suggest that trajectory shape is not always straight, but is also influenced by the calibration of available feedback signals for the state estimation required by the task.
Although we did include a greater number of patients than the statistical power estimation required, the actual higher SD increases the risk of a type 2 error in this study.
Details of the sample size estimation required to calculate the outcome measures of the cross-sectional and longitudinal cohort study have already been described in our published study protocol [ 14].
In this methodology, the MIMO-PD parameters are estimated and copied to the predistorter avoiding the inverse model estimation required by direct learning techniques.
For K = 3, the HAF is not the optimal solution for the PPS estimation since the A3 estimation requires the calculation of HIM3 [x m (n), τ], which incorporates two auto-correlations.
Similarly, the θ estimation requires the calculation of the DFT of HIM K [x m (n), τ] with respect to index m and the DFT maximization.
It is conceived that this study may provide the justification and sample size estimation required for a larger study predicated on cardiovascular events and mortality.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com