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《Journal of Nantong University(Natural Science Edition)》 2018-02
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Bayesian Median Regression of Binary Response Data

GU Yongquan;ZHAO Weihua;School of Sciences,Nantong University;  
Median regression is a robust estimation method, which is widely used in practice. In this paper, the median estimation of binary response data is studied based on Bayesian method. The Bayesian hierarchical model is obtained by introducing suitable latent variables, and then the Gibbs sampling program is easy to be obtained. To examine the robustness of the new estimator, some simulation studies were conducted and the result was satisfactory compared with existing method. Finally, the real data analysis was further used to confirm its effectiveness.
【Fund】: 国家社会科学基金项目(15BTJ027);; 南通大学自然科学基金项目(14B28)
【CateGory Index】: O212.8
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