Author(s): Saad Obaid Jameel AL-Masoodi

Abstract: In this research, robust estimation methods were relied upon to estimate the two-response logistic regression, and the comparison between the robust M method and the Laplace method was used, and the model parameter (β₀, β₁) was estimated, and based on the simulation results that were conducted and assumed after taking initial default values ​​for the parameters and then analyzing the results and reviewing the comparison results with the (MSE) criterion, it appeared to us that the robust M method is better than the Laplace method because it is the least in the case of a large sample.

Pages: 243-248 | Views: 15 | Downloads: 5

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