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The logistic regression is based on logistic function expressed as follows, mathbf{P}=mathbf{1}/left(mathbf{1}{mathbf{p}}{mathbf{p}}^{-boldsymbol{z}}right) (2).
The conceptual model based on logistic function is given as: {Y}_{mathrm{ik}}= fleft({X}_iright)=frac{e^{Z_{mathrm{ik}}}}{1+{e}^{Z_{mathrm{ik}}}} (4).
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We present an example based on logistic map.
Secondly, the two scrambled plaintexts are encoded into the phase and amplitude part of a complex function which is encrypted into a ciphertext with stationary white noise distribution by using the discrete fractional random transform generated based on logistic map.
In this paper, a defect of designing an image cryptosystem based on logistic map is proposed.
The functions provided for calculating adjusted AFs in the appendix are based on logistic regression analysis.
We also implement a simple location classification algorithm based on logistic regression on a cluster scale.
Based on logistic regression analysis, a LD50 of 20 ± 8 Gy was found; see Fig. 6.
Similarly, among the six cases from the cross application of logistic regression coefficient in other two areas, the case of Selangor based on logistic coefficient of Cameron showed highest (90%) prediction accuracy where as the case of Penang based on the Selangor logistic regression coefficients showed the lowest accuracy (79%).
Bayesian decision procedures based on logistic regression models for dose-finding studies.
The data analysis was based on logistic regression.
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