Description Usage Arguments Value Author(s) References See Also Examples
View source: R/BiCopPar2TailDep.r
This function computes the theoretical tail dependence coefficients of a bivariate copula for given parameter values.
1 | BiCopPar2TailDep(family, par, par2=0)
|
family |
An integer defining the bivariate copula family: |
par |
Copula parameter. |
par2 |
Second parameter for the two parameter t-, BB1, BB6, BB7 and BB8 copulas (default: |
lower |
Lower tail dependence coefficient of the given bivariate copula family C: λ_L = lim_{u->0} C(u,u)/u |
upper |
Upper tail dependence coefficient of the given bivariate copula family C: λ_U = lim_{u->1}(1-2u+C(u,u))/(1-u) |
Lower and upper tail dependence coefficients for bivariate copula families and parameters (θ for one parameter families and the first parameter of the t-copula with ν degrees of freedom, θ and δ for the two parameter BB1, BB6, BB7 and BB8 copulas) are given in the following table.
No. | Lower tail dependence | Upper tail dependence |
1 | - | - |
2 | 2t_{ν+1}(-√{ν+1}√{(1-θ)/(1+θ)}) | 2t_{ν+1}(-√{ν+1}√{(1-θ)/(1+θ)}) |
3 | 2^{-1/θ} | - |
4 | - | 2-2^{1/θ} |
5 | - | - |
6 | - | 2-2^{1/θ} |
7 | 2^{-1/(θδ)} | 2-2^{1/δ} |
8 | - | 2-2^{1/(θδ)} |
9 | 2^{-1/δ} | 2-2^{1/θ} |
10 | - | 2-2^{1/θ} if δ=1 otherwise 0 |
13 | - | 2^{-1/θ} |
14 | 2-2^{1/θ} | - |
16 | 2-2^{1/θ} | - |
17 | 2-2^{1/δ} | 2^{-1/(θδ)} |
18 | 2-2^{1/(θδ)} | - |
19 | 2-2^{1/θ} | 2^{-1/δ} |
20 | 2-2^{1/θ} if δ=1 otherwise 0 | - |
23, 33 | - | - |
24, 34 | - | - |
26, 36 | - | - |
27, 37 | - | - |
28, 38 | - | - |
29, 39 | - | - |
30, 40 | - | - |
Eike Brechmann
Joe, H. (1997). Multivariate Models and Dependence Concepts. Chapman and Hall, London.
1 2 3 4 5 | ## Example 1: Gaussian copula
BiCopPar2TailDep(1,0.7)
## Example 2: t copula
BiCopPar2TailDep(2,0.7,4)
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