Exact(11)
By using a linear framework it is possible to investigate the influence of the disturbances in the frequency domain.
A key advantage of CROM is that it embeds nonlinear dynamics in a linear framework, which enables the application of standard linear techniques to the nonlinear system.
The results show that the main aspects of the processes reflected in most cell recordings can be described in a linear framework, and that they are accounted for by both models.
We are operating a linear framework in an on-demand world.
What should be an abundance of data becomes an acute scarcity of actionable business insights within a linear framework.
In a linear framework, this problem is typically addressed by principal component analysis (PCA).
Similar(49)
Within a linear model framework, we first compared SRS scores between those with (a) deficient versus sufficient and (b) insufficient versus sufficient concentrations of vitamin D, for both mid-gestation and cord blood.
Kravaris et al. [ 40] compared the theoretical aspects of parameter subset estimation, Tikhonov and principal component analysis based regularization, also in a linear model framework.
RKHS models have been suggested as an alternative to multiple linear regression for capturing complex interaction patterns that may be difficult to account for in a linear model framework (Gianola et al. 2006).
While standard normalizations failed to account for the effects of degradation, we found that by explicitly controlling for the effects of RIN using a linear model framework we can correct for the majority of these effects.
In a Tukey's test, additivity is conceived as a lack of interaction between the respondents and the items, in the framework of a linear model.
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