张应应, 荣腾中, 李曼曼. 什么时候和是一个有限值离散分布的参数的最小充分统计量?[J]. 应用概率统计, 2019, 35(6): 611-620. DOI: 10.3969/j.issn.1001-4268.2019.06.005
引用本文: 张应应, 荣腾中, 李曼曼. 什么时候和是一个有限值离散分布的参数的最小充分统计量?[J]. 应用概率统计, 2019, 35(6): 611-620. DOI: 10.3969/j.issn.1001-4268.2019.06.005
ZHANG Yingying, RONG Tengzhong, LI Manman. When the Sum is a Minimal Sufficient Statistics for the Parameter of a Discrete Distribution with Finite Values?[J]. Chinese Journal of Applied Probability and Statistics, 2019, 35(6): 611-620. DOI: 10.3969/j.issn.1001-4268.2019.06.005
Citation: ZHANG Yingying, RONG Tengzhong, LI Manman. When the Sum is a Minimal Sufficient Statistics for the Parameter of a Discrete Distribution with Finite Values?[J]. Chinese Journal of Applied Probability and Statistics, 2019, 35(6): 611-620. DOI: 10.3969/j.issn.1001-4268.2019.06.005

什么时候和是一个有限值离散分布的参数的最小充分统计量?

When the Sum is a Minimal Sufficient Statistics for the Parameter of a Discrete Distribution with Finite Values?

  • 摘要: 利用示性函数技术,我们证明了独立同分布离散随机变量取两个值、三个值和k个值(3\lek<\infty)的三个定理. 在一定的概率条件下,我们证明了当离散随机变量取两个值、三个值和k个值(3\le k<\infty)时,和是未知参数的最小充分统计量. 对于骰子的例子,一个图显示六个概率均在0到1之间且它们的和为1, 并且一个公平的骰子是可能的.

     

    Abstract: We prove three theorems for iid discrete randomvariables taking two values, three values, and k (3\leq k<\infty) valuesby using the technique of indicator function. Under some specifications of the probabilities, we prove that the sum is a minimal sufficient statistics for the unknown parameter of interest of the discrete random variable taking two values, three values, and k (3\leq k<\infty) values. For the dice example, a figure shows that the specifications of the six probabilities are between 0 and 1 and sum to 1, and a fair dice is possible.

     

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