Elisa Taveras Pena
2013-Apr-21 23:12 UTC
[R] Using copulas with user-defined marginal functions
I am trying to make a loglikelihood function using copulas. I am trying to
use mvdc to find the density function. When I run this I got the error that
the pdf and cdf of my function tobit doesn't exist. Can somebody guide me
where my mistake is?
dtobit <- function(beta,sigma, x, y) {ifelse(y>0, dnorm(y,x%*%beta,
sigma),(1-pnorm((x%*%beta)/sigma)))}
ptobit <- function(beta,sigma, x, y) {ifelse(y>0,
pnorm((y-x%*%beta)/sigma),(1-pnorm((x%*%beta)/sigma)))}
myMvdc <- mvdc(copula = ellipCopula("normal", param = c(rho12,
rho13,
rho23),dim = 3, dispstr = "un"),
margins = c("tobit", "tobit", "tobit"),
paramMargins = list(list(beta=beta1,sigma=s1),
list(beta=beta2,sigma=s2), list(beta=beta3,sigma=s3)))
mydmvdc <- dMvdc(y, myMvdc)
Error in eval(expr, envir, enclos) : could not find function "ptobit"
Thanks in advance,
Elisa.
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David Winsemius
2013-Apr-22 02:07 UTC
[R] Using copulas with user-defined marginal functions
Readers of this list should have been advised that this question has also been posted to StackOverflow: (And the unnamed package from which dMvdc is assumed to be coming from is 'copula'.) -- David On Apr 21, 2013, at 4:12 PM, Elisa Taveras Pena wrote:> I am trying to make a loglikelihood function using copulas. I am trying to > use mvdc to find the density function. When I run this I got the error that > the pdf and cdf of my function tobit doesn't exist. Can somebody guide me > where my mistake is? > > dtobit <- function(beta,sigma, x, y) {ifelse(y>0, dnorm(y,x%*%beta, > sigma),(1-pnorm((x%*%beta)/sigma)))} > ptobit <- function(beta,sigma, x, y) {ifelse(y>0, > pnorm((y-x%*%beta)/sigma),(1-pnorm((x%*%beta)/sigma)))} > myMvdc <- mvdc(copula = ellipCopula("normal", param = c(rho12, rho13, > rho23),dim = 3, dispstr = "un"), > margins = c("tobit", "tobit", "tobit"), > paramMargins = list(list(beta=beta1,sigma=s1), > list(beta=beta2,sigma=s2), list(beta=beta3,sigma=s3))) > mydmvdc <- dMvdc(y, myMvdc) > > Error in eval(expr, envir, enclos) : could not find function "ptobit" > > > Thanks in advance, > > > Elisa. > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code.David Winsemius Alameda, CA, USA