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Segal et al. uses a logistic function as the expression "readout" of any molecular configuration ( <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0008155.e003.PNG" class= inline-graphic"/> in our notation) and predicts the expression of the sequence as the average readout over all configurations.
It has one-, three-,hree-, four- and five-parameter versions, where each version uses a logistic function to relate examinee ability and the parameter(s) to the growth responding to time [ 27].
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Using a logistic function allows us to define a maximal contribution for a given feature (functional type), thus a point cannot be dominated by any single chemical group.
To compute the predicted MOS (tilde {M}), a regression analysis on each objective metric results O was performed using a logistic function as a regression model: tilde{M} = a + frac{b}{1+expleft -c cdot (O - d)right)} (2).
In this study logistic regression is used to estimate the correlation between the dependent variable (occurrence of debris flow) and independent variables (influencing attributes) by evaluating probabilities using a logistic function.
Papke and Wooldridge (1996) used a logistic function for G y, x′) in the framework of generalized linear models (GLM) [that is, ( Gleft( y,{x}^{prime}right)=frac{ exp left( y,{x}^{prime}right)}{1+ exp left( y,{x}^{prime}right)} )] which was extensively discussed in their paper.
FA assembly rate was modeled using a logistic function (exponential growth at early time points which plateaus to a maximum) and the final continuous phase of FA disassembly was modeled as simple exponential decay.
The probability of death was simultaneously modeled using a logistic function [ 14, 15].
The distances between Cα are translated into contact probabilities using a logistic function.
For each TF, its binding prior is elevated based on the TF's expression level using a logistic function.
This is formulated using a logistic function with 'effective neighbour equivalents' (Neff) as the dependent variable (Equation 5.1).
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