A survey of Chernoff and Hoeffding bounds

Q: What type of study is this?

This is a Literature Review study.

Alexandros V. Gerbessiotis

doi:10.48550/arxiv.2506.15612

June 18, 2025Open Access

A survey of Chernoff and Hoeffding bounds

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Key Points

This survey presents a comprehensive overview of chernoff and hoeffding bounds and their implications for statistical analysis.
Key contributions include complete proofs and derivative forms of both bounds, enhancing their accessibility for future research.
The analysis highlights various applications of these bounds, ensuring that researchers can reference them effectively.
The intent is to consolidate these foundational statistical tools into a singular, informative resource for interested scholars.

Implication

Survey discusses original chernoff and hoeffding bounds, suggesting a repository for researchers.

Abstract

This is a survey paper that discusses the original bounds of the seminal papers by Chernoff and Hoeffding. Moreover, it includes a variety of derivative bounds in a variety of forms. Complete proofs are provided as needed. The intent is to provide a repository of reference bounds for the interested researcher.

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Cite This Study

Alexandros V. Gerbessiotis (2025) studied this question.

synapsesocial.com/papers/68f6379bb481a140a36cf820 https://doi.org/10.48550/arxiv.2506.15612

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A survey of Chernoff and Hoeffding bounds

Key Points

Implication

Abstract

Discussion

Cite This Study

A survey of Chernoff and Hoeffding bounds

Key Points

Implication

Abstract

Discussion

Cite This Study

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