Skip to main content
Search type Search syntax
Tags [tag]
Exact "words here"
Author user:1234
user:me (yours)
Score score:3 (3+)
score:0 (none)
Answers answers:3 (3+)
answers:0 (none)
isaccepted:yes
hasaccepted:no
inquestion:1234
Views views:250
Code code:"if (foo != bar)"
Sections title:apples
body:"apples oranges"
URL url:"*.example.com"
Saves in:saves
Status closed:yes
duplicate:no
migrated:no
wiki:no
Types is:question
is:answer
Exclude -[tag]
-apples
For more details on advanced search visit our help page
Results tagged with
Search options not deleted user 17590

A copula is a multivariate distribution with uniform marginal distributions. Copulas are mostly used to represent or to model the structure of dependence between random variables, separately from the marginal distributions.

2 votes
1 answer
798 views

What is the difference between elliptical Gaussian and multivariate Gaussian distributions?

I am reading about Metaelliptical copulas but I don't know the difference between elliptical Gaussian and multivariate Gaussian distributions I would appreciate if somebody can explain the difference …
Fred's user avatar
  • 1,037
5 votes
1 answer
2k views

How to generate from the copula by inverse conditional cdf function of the copula?

) my question is this: In the algorithm it says: "Generate i.i.d. observations from the copula with parameter theta (I can't use copularnd function because it only covers a few families). … If my copula is bi-variate like C(u,v, theta) how can I generate these i.i.d. observations? what will be my input to copula function? Thanks …
Fred's user avatar
  • 1,037
4 votes
1 answer
516 views

Are there any Goodness of fit tests for Vine copulas?

I know we can use gofCopula from copula package for bivariate, but how can we do it for higher dimensions or Vine copulas? …
Fred's user avatar
  • 1,037
6 votes
1 answer
7k views

Understanding tail dependence coefficients

How can I analyze the $\lambda_U$ and $\lambda_L$ results (estimated by non-parametric method)? What does higher or lower coefficients mean? Does $\lambda_U = 0.5$ mean there's some kind of linear dep …
Fred's user avatar
  • 1,037
5 votes
1 answer
2k views

How to compute joint cdf of an empirical copula? (Updated with more info)

lets suppose a bivariate empirical copula as: for a set of data of example data we can plot it like this: How can we compute the joint cdf of this empirical copula which should like this: Thank you …
Fred's user avatar
  • 1,037
2 votes
1 answer
219 views

How do I prepare data which has a trend for use in a Copula model?

I want to use a set of daily water quality data including 3 parameters in a Copula model. … Can anybody help me in finding methods to prepare the data to use in a copula method? I would appreciate if you can refer me to good journal papers or books. …
Fred's user avatar
  • 1,037
3 votes
0 answers
537 views

How to find a conditional probability using copula-based Markov process?

If there are methods other than copula-based Markov process that I can use please share it with me. … I used this paper as my reference: Chen, X., Fan, Y., 2006, Estimation of copula-based semiparametric time series models …
Fred's user avatar
  • 1,037
5 votes
2 answers
2k views

What are $\rho$-, $\beta$-, and $\alpha$-mixing conditions?

We verify this condition for various parametric copula functions that are popular in applied work. …
Fred's user avatar
  • 1,037