Semi Parametric Logistic Regression Model with the Outputs Representing Trapezoidal Intuitionistic Fuzzy Number

In this paper, the fuzzy logic and trapezoidal intuitionistic number were presented, as well some properties of semi- parametric logistic regression model when using number. The output variable represents dependent sometimes cannot be determined in only two cases (response, non-response)or (success, failure) more than responses, especially medical studies; therefore so, use a semi with (dependent variable) representing number.
 was estimated on simulation data sample sizes 25,50 100, part by methods estimation, are ordinary least squares estimators FOLSE method suggested weighted SFWLSE , while non-parametric is Nadaraya Watson estimation Nearest Neighbor estimator. results better while, portion, had to estimate