ioFI2 {DiscreteLaplace} | R Documentation |
Inverse of the observed Fisher Information matrix
Description
Inverse of the observed Fisher Information matrix computed on a random sample of ADSL values.
Usage
ioFI2(x)
Arguments
x |
a vector of observations from the ADSL |
Value
The inverse of the observed Fisher Information matrix.
Author(s)
Alessandro Barbiero, Riccardo Inchingolo
References
A. Barbiero, An alternative discrete Laplace distribution, Statistical Methodology, 16: 47-67
See Also
Examples
n <- 100
p <- 0.4
q <- 0.7
x <- rdlaplace2(n, p, q)
M <- ioFI2(x)
par <- estdlaplace2(x, "ML")
se <- diag(sqrt(M))
par # MLEs
se # standard errors
M # compare with the inverse of Fisher Information matrix
iFI2(par[1], par[2])/n # with MLEs plugged in
iFI2(p, q)/n # or the true values
[Package DiscreteLaplace version 1.1.1 Index]