Work

Empirical Bayes Likelihood for Exponential Distribution Family under Ranked Set Sampling and Dependent Data

Year: 2024

Type: article

Abstract: In this paper, we get the empirical Bayes likelihood test rules for Exponential distribution based on ranked set sampling. Its asymptotic optimality is obtained. Due to the advantages of combining empirical Bayesian methods with prior information of samples, the accuracy of statistical inference can be improved. Therefore, the fusion of empirical Bayesian likelihood methods can further enhance the estimation methods of statistical models.

Source: Academic Journal of Science and Technology

DOI: 10.54097/4vj4sr10

Authors: Naiyi Li, Yongming Li, Juan Huang

Language: English

Topic: Statistical Distribution Estimation and Applications

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4404146753

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