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Gaussian process regression with four parameters was applied to obtain the diurnal pattern with coefficients of determination (R2) ranging from 0.97 to 1.00.
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The regression analysis of the estimated N concentrations in mosses and the modelled EMEP depositions, too, resulted in clear linear regression patterns with coefficients of determination of R2 = 0.62 and Pearson correlations of rp = 0.79 and Spearman correlations of rs = 0.70, respectively [12].
Phase distribution is obtained directly by filtering deformed fringe pattern with complex coefficient finite impulse response (FIR) band-pass filter.
To determine the actual demand and production of each user per time step a normal distribution around the mean (from a constant pattern) with a coefficient of variation of 50%% for demand and 20%% for production is applied.
This balance, however, is far from uniform among the RBCs, whose PMCA activity showed a broad unimodal distribution pattern, with a coefficient of variation of about 50%.
Fluorescence emission from a single photoactivated probe captured in an oil immersion, high numerical aperture objective, produces a spatial pattern on the detector that is a linear combination of 6 independent and distinct spatial basis patterns with weighting coefficients specifying emission dipole orientation.
For simple chemical reactions, kinetics follow the Michaelis-Menten pattern with a Hill coefficient of k=1.
The first-order level was considered adequate with pattern coefficients ranging between.60 and.99.99
However, cell migration followed a confined motion (α < 1) pattern with a lower diffusive coefficient (indicating lower migratory persistence) at higher concentrations (0.14 and 0.02 μm2/min for 4 and 6 mg/mL collagen concentrations, respectively).
The longer the cascade of reactions, the more the overall input-output relation follows an approximate log-linear-log pattern with an increasing Hill coefficient, k.
In my next step, I showed that when individual components of an aggregate system have Michaelis-Menten kinetics but also randomly fail to transmit signals with a certain probability, the system converges on an input-output pattern with a raised Hill coefficient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com