Range-Renewal Structure of I.I.D. Samplings
Li-Hong Wang, Jian-Sheng Xie
TL;DR
This paper explores the range-renewal structure of i.i.d. samples, extending previous results to a more general setting, and provides insights into the probabilistic behavior of such structures.
Contribution
It introduces a generalized analysis of range-renewal structures for i.i.d. samplings beyond prior specific cases.
Findings
Extended the range-renewal structure analysis to general i.i.d. samples
Provided new theoretical insights into the probabilistic properties of the structure
Built upon and generalized previous results in the literature
Abstract
In this note the range-renewal structure of general independent and identically distributed samplings is discussed, which is a natural extension of the result in Chen et al (arXiv:1305.1829).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBayesian Methods and Mixture Models · Statistical Methods and Inference · Markov Chains and Monte Carlo Methods