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Limma [ 9] is based on linear modeling.
The Limma 16 approach (v 3.24.15) is based on linear modeling.
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Even though NetGenerator has a non-linear modelling option, the core mechanisms are based on linear modelling.
We also investigated the performance of two statistical methods, one based on linear model analysis (MiDAS), developed by Affymetrix for the detection of ASEs, and another non-parametric (RP).
Very often, like in case of the core elements of NetGenerator, GRNs are based on linear modelling, i.e. the behaviour of one variable depends on a linear combination of other variables.
The multi-objective controller is designed based on linear model of attitude dynamics.
As can be seen, the algorithms based on linear models are worse than those based on non-linear schemes.
They can provide accurate analytical solutions based on linear models,but they are impractical for high-complexity models.
Hence, the interpolation is established by using a polynomial curve fitting that is based on linear model estimator.
The design of these estimators is quite simple, as they are based on linear models.
The main techniques for developing those models of landscape-water quality are statistical regression analysis based on linear models.
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