Abstract

This paper examines the mathematical analysis of the survival/ death decision using tumor necrosis factor, epidermal growth factor and insulin for Forkhead transcriptional factors (FKHR). The model was made using linear and non-linear methods. Regression analysis, KS test, AD test, chi square test, ANOVA, pdf includes the linear analysis while MLP and RBF methods using neural network constitute non- linear modeling. Regression analysis in which regression coefficient, adjusted regression coefficient, PRESS, regression coefficient cross validation, Durban Watson statistics were analyzed. We have also used different types of regression analysis to get different parameters. We have plotted the probability density function (pdf) of different functions for FKHR which is coming OK. We have also plotted the survival function and hazard function for different distribution functions.