Sentence examples for approximating data from inspiring English sources
The traditional (linear) PCA tries to preserve the greatest variations of data by approximating data in a principle component subspace spanned by the leading eigenvectors, noises or less important data variations will be removed.
The outlined procedure of approximating data using orthogonal basis functions (here polynomials) and clustering estimated coefficients appears quite naturally in the context of functional data analysis [ 9- 14] 14].
We chose to perform simulations using the model given by equation (2) because approximating data with a sum of exponentials is daily practice in pharmacokinetic analysis where data are obtained from "infinitely complex" systems, and we cannot hope to find the "correct" model.
Analytically approximated data are given by solid lines and simulated mean values by circles with error bars showing the standard deviation.
Since the differential values of neighborhood pixels contain all approximated data within the range of the filter window size, the filter window size is not involved in the number of computation steps.
If the coefficient for the difference between the experimental data and the approximated data is less than 0.003, the cell was defined as a non-responder.
We show how variation in the residual sum of squares (RSS) of the approximated data matrix provides a robust estimate of the appropriate number of elements, while simultaneously revealing whether or not an NMF analysis is appropriate for the dataset.
When we averaged the data, we normalized the time axis after approximating the data with a linear regression between the two points on the data plot.
Linear lines in double logarithmic S N plots are used to approximate data.
A very approximate data fit reveals negative Huggins and Kraemer constants from these analyses, which are highly unusual.
The scenario taken into account is that of approximate data matching, in which it is necessary to determine whether two data instances represent the same real world object.
