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Because this method transforms expression data into a standardized form, many different sets of data can be compared quantitatively.
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This method transforms sets of nonlinear ordinary differential into sets of linear ordinary differential equations.
The choice of short time Fourier transform (STFT) is because this method is widely used in analyzing the time-frequency properties of non-stationary signals.
This method will transform our ability to rapidly interrogate gene function during the development of this recalcitrant cancer.
Those subspace methods have difficulties in capturing subtle or latent data characteristics, because subspace methods transform data into another subspace to seek meaningful feature combination and original spatial coordinates are 'lost', which makes it almost impossible to track those features contributing to the behaviors.
Von Hippel (2009) [ 3] called this method 'impute then transform'.
There is an inherent negative bias in this method because the dependent variable is transformed prior to estimation (Snowdon 1991).
This method is based on Laplace transform, the homotopy perturbation method and Stehfest's numerical algorithm for calculating inverse Laplace transform.
However, many horticulture crops are not susceptible to Agrobacterium and therefore cannot be transformed using this method.
In this method, the original variables are transformed into a new set of orthogonal or uncorrelated variables called PCs.
So, I used this method because it serves as its own preservative.
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