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When statistically deriving a prediction model, the contribution of clinical expertise prior to model derivation is often minimal.

The model derivation is based on an asymptotic methods related to high frequency periodic source.

Model derivation is based on analytical approach, called matrix structure analysis (MSA).

To reach this goal we need to make some simplifying assumptions so that the resulting model derivation is mathematically tractable.

The approach adopted for the model derivation is the so-called dimensional reduction starting from the Hellinger Reissner functional, which has both displacements and stresses as independent variables.

Stemming from a one-dimensional approach and thanks to a compact notation for the a priori kinematic field approximation over the beam cross-section, the model derivation is made general regardless the approximation order.

The most significant a posteriori evidence when analyzing delivery delay densities of messages generated by MN3 and SN4 is that we were correct in postulating the statistical independence between the positions of the two trams at a random time, which the model derivation is explicitly based on.

Our model derivation is based on a mapping population comprising of n recombinant inbred lines (RILs), initiated with two inbred lines.

Although the model derivation is based on ChIP-seq data from MCF7 cells before and after treatment with vehicle or E2 for 3 hours, it can also be equally applied to OHT-MCF7 (+/- E2 treatment).

While standard in statistical theory, in the context of applying IDR models, this derivation was first given by Hutmacher et al. The derivation allows the interpretation of M t) in Eq. 1 as a physiological variable, and consequently, the mechanistic consistency of applying IDR models to M t).

The model's derivation is demonstrated on the LFO tank storage located near the Port of Koper (Slovenia).