On a measure of dependence and its application to ICA

نویسندگان
Rahmanishamsi, Jafar ID 1
Alikhani-Vafa, Ahmad ID 2

1 Management and Planning Organization, Yazd, Iran

2 Department of Statistics, Yazd University, 89175-741, Yazd, Iran

doi
10.22034/jsmta.2020.1716
چکیده

In this article we study a copula-based measure of‎ ‎dependence constructed based on the concept of average quadrant‎ ‎dependence‎. ‎The rank-based estimator of this index and its ‎asymptotic normality is investigated‎. ‎An algorithm for independent ‎component analysis is developed whose contrast function is the‎ ‎proposed dependence coefficient.

کلیدواژه‌ها
Copula, Dependence measure, Independent component analysis, Test of independence