Description Usage Arguments Value Author(s) References Examples
order_pig
is used to obtain a random sample of the k-th order statistic from a Poisson-inverse Gaussian distribution and some associated quantities of interest.
1 |
size |
numeric, represents the size of the sample. |
k |
numeric, represents the Kth smallest value from a sample. |
mu |
numeric, represents the location parameter values. |
sigma |
numeric, represents scale parameter values. |
n |
numeric, represents the size of the sample to compute the order statistic from. |
alpha |
numeric, (1 - alpha) represents the confidence of an interval for the population median of the distribution of the k-th order statistic. Default value is 0.05. |
... |
represents others parameters of a Poisson-inverse Gaussian distribution. |
A list with a random sample of order statistics from a Poisson-inverse Gaussian Distribution, the value of its join probability density function evaluated in the random sample and a (1 - alpha) confidence interval for the population median of the distribution of the k-th order statistic.
Carlos Alberto Cardozo Delgado <cardozorpackages@gmail.com>.
Gentle, J, Computational Statistics, First Edition. Springer - Verlag, 2009.
Ribgy, R. and Stasinopoulos, M. (2005) Generalized Additive Models for Location Scale and Shape, Journal of the Royal Statistical Society. Applied Statistics, Series C.
1 2 3 | library(orders)
# A sample of size 10 of the 3-th order statistics from a Poisson-inverse Gaussian Distribution
# order_pig(size=20,k=5,mu=6,sigma=1,n=30,alpha=0.02)
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