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In statistics, bootstrapping is a general purpose parameter estimation approach falling within a broader class of resampling methods [ 1].
It is therefore important to optimize the model, and for this purpose parameter sensitivity analysis was carried out.
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For this purpose, parameters affecting the USAEME derivatisation procedure were exhaustively investigated.
However, despite being widely-used, a recent systematic review found no universal consensus relating to the test's purpose, parameters, and standard protocols.
For our purposes parameter b represents the position of one of the dots (the position of the peak of the function).
We assigned the position of the more foveal dot as zero and the location of the more peripheral of the two dots at the value of their separation, For our purposes, parameter a can be regarded as the radius of the average RF at a corresponding eccentricity.
Although many general-purpose parameter estimation methods have been applied for modeling of gene circuits, our results suggest that the use of more tailored approaches to use domain-specific information may be a key to reverse engineering of complex biological systems.
Since these parameters could in principle be tuned to highlight any behavior of interest, it is preferable to avoid these extra (but unnecessary for the present purposes) parameters and focus on the neural inputs in the form of d here.
The program Trimmomatic version 0.32 (Bolger et al. 2014) was used to preprocess the raw reads to trim any remaining adapter sequences and for quality control purposes (Parameters used: ILLUMINACLIP 2 30 10 5, LEADING:3, TRAILING:3, MINLEN:70, and SLIDINGWINDOW 4 15).
For this purpose, the parameter estimation procedure has been modified to estimate the parameters simultaneously for different systems involving common pairs.
For the purpose of parameter tuning, a small dataset composed of 16 pop songs are collected.
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CEO of Professional Science Editing for Scientists @ prosciediting.com