Scholarlink

<p>The probability inequalities for sums of random variables are widely used as a tool for theoretical risk assessment, inequalities, and deriving asymptotic properties in the field of machine learning and statistics. Various types of inequalities for sums of random variables are derived depending on the conditions on random variables. In this study, we obtain probability inequalities for the sums of random variables that are nonidentically distributed and partly dependent with finite moments of some particular order.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Probability inequalities for sums of partly acceptable random variables with finite moments

  • 期刊论文

  • 发表日期：

    2025年7月15日

查看全文
  • Yuta Tanoue

摘要

The probability inequalities for sums of random variables are widely used as a tool for theoretical risk assessment, inequalities, and deriving asymptotic properties in the field of machine learning and statistics. Various types of inequalities for sums of random variables are derived depending on the conditions on random variables. In this study, we obtain probability inequalities for the sums of random variables that are nonidentically distributed and partly dependent with finite moments of some particular order.