Coskewness under dependence uncertainty

التفاصيل البيبلوغرافية
العنوان: Coskewness under dependence uncertainty
المؤلفون: Bernard, Carole, Chen, Jinghui, Ruschendorf, Ludger, Vanduffel, Steven
سنة النشر: 2023
المجموعة: Mathematics
Quantitative Finance
Statistics
مصطلحات موضوعية: Mathematics - Statistics Theory, Mathematics - Probability, Quantitative Finance - Portfolio Management, Quantitative Finance - Statistical Finance
الوصف: We study the impact of dependence uncertainty on the expectation of the product of $d$ random variables, $\mathbb{E}(X_1X_2\cdots X_d)$ when $X_i \sim F_i$ for all~$i$. Under some conditions on the $F_i$, explicit sharp bounds are obtained and a numerical method is provided to approximate them for arbitrary choices of the $F_i$. The results are applied to assess the impact of dependence uncertainty on coskewness. In this regard, we introduce a novel notion of "standardized rank coskewness," which is invariant under strictly increasing transformations and takes values in $[-1,\ 1]$.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2303.17266
رقم الأكسشن: edsarx.2303.17266
قاعدة البيانات: arXiv