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The proposed method better fits expression profiles compared to classical higher-order DBN and found core genes that are crucial in cell-cycle regulation.
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It is a fitted expression for TiO2 nanofluids.
Pryazhnikov et al. [82] 2017 ( frac{k_{nf}}{k_f}=1+4.82varphi -23.1{varphIt^2 ) is is a fitted expression based on the measured values for 150 nm particles of TiO2.
The fitted expression captures the dynamics of the transition from diffusion to convection-dominated dispersion under supercritical conditions and is consistent with previously reported expressions for liquids and gases.
Further investigation was carried out to obtain the prediction equation of heat flux, and the fitted expression was derived by multiple stepwise regression analysis based on the orthogonal experimental design of five levels for nine parameters.
The current density curve can be mathematically fitted with the Eq. 4 as shown in Fig. 2a, and the fitted expression is: {J}_{mathrm{ion}}=left{begin{array}{c}hfill 1.47times {10^{-4}}^{frac{9.03}{ left 1-{e}^{-4.18t}right)}}left 1-{erm{t}<{t}_0right)hfill hfill 1.22kern3.12em left(mathrm{t}ge {t}_0right) hfill end{array}right.
We fit an analysis of variance model to each probe fitting
A minority showed increasing error variance with increasing fitted expression values.
For this purpose we used a subset of the top 500 genes with most variable expression after variance stabilizing transformation (which renders the expression values homoscedastic in relation to the fitted expression mean).
Several approaches fit expression data using linear regression models, where the predictors are the TFs, i.e. their binding potential or number of motifs in a gene promoter (Bussemaker et al., 2001; Gao et al., 2004; Nguyen and D'haeseleer, 2006).
Empirically fitted expressions for the frequency and damping ratio of the DVA (which permit to obtain its stiffness and damping) are proposed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com