What are copulas?
Küçük Resim Yok
Tarih
2009
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Maltepe Üniversitesi
Erişim Hakkı
CC0 1.0 Universal
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
Özet
A copula is, in fact, a multivariate distribution function with standard uniform margins. Sklar (1959) proved that for a d?variate distribution function F with univariate margins F1, . . . , Fd, there exists a d?copula, CF , such that F (x) = F (x1, . . . , xd) = CF (F (x1), . . . , F (xd)), for all x ? R d . Studying multivariate distribution functions with given margins coincides with studying copulas. For example, looking for bounds on a specified class of multivariate distribution functions with given margins coincides with trying to find bounds on a class of copulas with related conditions. Also,CF can be stand for the joint information of F , against its marginal information (that are all in its marginal distribution functions). As a result, in the studying of association of two random variables, it is useful to restrict our attentions to the copula-based measures. In this work we give some interpretations and properties of copulas and present some ways to construct a copula. Also, some applications of copulas were presented. In many parts of this work, the particular case d = 2 is discussed.
Açıklama
Anahtar Kelimeler
Kaynak
International Conference of Mathematical Sciences
WoS Q Değeri
Scopus Q Değeri
Cilt
Sayı
Künye
Mardani-Fard, H. A. ve Ardalan, A. (2009). What are copulas?. Maltepe Üniversitesi. s. 195.
