lmomcau: Trimmed L-moments of the Cauchy Distribution

In lmomco: L-Moments, Censored L-Moments, Trimmed L-Moments, L-Comoments, and Many Distributions

Trimmed L-moments of the Cauchy Distribution

Description

This function estimates the trimmed L-moments of the Cauchy distribution given the parameters (\xi and \alpha) from parcau. The trimmed L-moments in terms of the parameters are \lambda^{(1)}_1 = \xi, \lambda^{(1)}_2 = 0.69782723\alpha, \tau^{(1)}_{3, 5, \cdots} = 0, \tau^{(1)}_4 = 0.34280842, and \tau^{(1)}_6 = 0.20274358. These TL-moments (trim=1) are symmetrical for the first L-moments defined because \mathrm{E}[X_{1:n}] and \mathrm{E}[X_{n:n}] undefined expectations for the Cauchy.

Usage

lmomcau(para)

Arguments

para	The parameters of the distribution.

Value

An R list is returned.

lambdas	Vector of the trimmed L-moments. First element is \lambda^{(1)}_1, second element is \lambda^{(1)}_2, and so on.
ratios	Vector of the L-moment ratios. Second element is \tau^{(1)}, third element is \tau^{(1)}_3 and so on.
trim	Level of symmetrical trimming used in the computation, which is unity.
leftrim	Level of left-tail trimming used in the computation, which is unity.
rightrim	Level of right-tail trimming used in the computation, which is unity.
source	An attribute identifying the computational source of the L-moments: “lmomcau”.

Author(s)

W.H. Asquith

References

Asquith, W.H., 2011, Distributional analysis with L-moment statistics using the R environment for statistical computing: Createspace Independent Publishing Platform, ISBN 978–146350841–8.

Elamir, E.A.H., and Seheult, A.H., 2003, Trimmed L-moments: Computational Statistics and Data Analysis, v. 43, pp. 299–314.

See Also

parcau, cdfcau, pdfcau, quacau

Examples

X1 <- rcauchy(20)
lmomcau( parcau( TLmoms(X1, trim=1) ) )

alpha <- 30
tlmr <- theoTLmoms(vec2par(c(100, alpha), type="cau"), nmom=6, trim=1)
print( c(tlmr$lambdas[2] / alpha, tlmr$ratios[c(4,6)]), 8 )

lmomco documentation built on May 29, 2024, 10:06 a.m.