استخدام الانحدار اللوجستي متعدد الاستجابة لتحديد العوامل المؤثرة على مرض العيون

Abstract EN

The most widely used statistical methods in the analysis of classified data is the logistic regression method, which can be used as a linear model in the field of data classification, where logistic regression does not assume any conditions related to the distribution of independent variables.

Because it is relatively easier and more robust than other in addition, it is flexible, simple, and gives a clear explanation and The meaning and description of the relationship between the dependent variable and the explanatory variables In this paper, the multi-response logistic regression model has focused on the logistic regression model and the probability model of the logistic regression model is estimated by wing the maximum potential parameter.

The binary logistic regression is called when the dependent variable follows the Bernoulli distribution and the value 1 takes the probability of p and 0 is the probability of p- And a multiresponse logistic regression model is used in the case of a dependent variable of the nominal type consisting of more than two levels.