Scholarlink

<p>In this paper we propose and study a new tree-diagram parametrization of the probability mass function of the multivariate Bernoulli distribution (MBD). We give simple steps for generating a realization from the MBD. Maximum likelihood estimators of the parameters of the MBD together with the corresponding Fisher Information matrix are given. We also give several examples of likelihood ratio (LR) tests about the values of the parameters of the MBD. Finally, we consider the development of multivariate logistic regression models based on the proposed tree-diagram parametrization of the MBD.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

On A New Parametrization of the Multivariate Bernoulli distribution

  • 期刊论文

  • 发表日期：

    2026年3月10日

查看全文
  • Emad-Eldin A. A. Aly

摘要

In this paper we propose and study a new tree-diagram parametrization of the probability mass function of the multivariate Bernoulli distribution (MBD). We give simple steps for generating a realization from the MBD. Maximum likelihood estimators of the parameters of the MBD together with the corresponding Fisher Information matrix are given. We also give several examples of likelihood ratio (LR) tests about the values of the parameters of the MBD. Finally, we consider the development of multivariate logistic regression models based on the proposed tree-diagram parametrization of the MBD.