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The number of pure components can also be estimated using Principal Component Analysis (PCA) which provides the number of components needed to explain the variance in the data in a satisfactory way [19, 30] or by determining the data matrix rank using singular value decomposition (SVD) [31].
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The database was first checked for any erroneous data, by determining the minimum and maximum of the data.
A Bayes factor analysis proceeds by determining the amount by which the data change the odds of each hypothesis relative to each other hypothesis.
In Figure 7, we further analyze our data by determining the time at which a spin is "activated".
We also address the unknown properties of the input data by determining experimental data properties that maximize our method's performance.
The software, however, will attempt to orthogonalise any given set of functions over the range determined by the data by Cholesky decomposition, so other functions can be employed.
Voter interest is determined by the data collected by at least two reliable polls.
Their magnitude can be determined by the data itself by running our synthetic experiments with different values and choosing those that yield the best results.
The location and shape of the efficiency frontier is determined by the data.
All disease episodes were initially determined by the data extractors and then checked by an infectious disease physician (RB).
Medium gray shows the nanoparticle as seen by AFM (after tip convolution), dark gray represents volume determined by the data processing algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com