The conditional m-spacings and their stochastic properties
In this paper, the concepts of conditional m-spacings are introduced when a series system with independent and identically distributed (i.i.d.) components fails at a given time t. First, we prove that the conditional spacings Di,n−11,t preserves the log-convexity of the parent density, while the conditional m-spacings Di,n−1m,t(m≥2) preserve its log-concavity. Second, we extend the likelihood ratio order and hazard rate order from m-spacings to conditional m-spacings. In addition, we present some examples involving Pareto and Gamma distributions.
Authors
- Tie Li (ORCID: https://orcid.org/0000-0002-3365-388X)
- Zhengcheng Zhang
Institutions
- Hainan Normal University (CN)
- Baotou Teachers College (CN)
Publication Details
- Journal
- Stochastic Analysis and Applications
- Published
- 2026-06-29
- DOI
- https://doi.org/10.1080/07362994.2026.2690939
- Primary Topic
- Statistical Distribution Estimation and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00