psi.eqf: Empirical quantile function

In GeoBosh/psistat: Statistical Functions for Course Unit Practical Statistics I at the University of Manchester

Description

Computes the empirical quantile function for a data vector and returns it as a step function object.

Usage

psi.eqf(x, val.right = NULL)

Arguments

x	a numeric data vector representing a random sample from a continuous distribution
val.right	value of eqf outside [0,1], see details

Details

The eqf for a sample of size n is a step function with value equal to the i-th order statistic in the interval ((i-1)/n,i/n] for i=1,...,n.

Other definitions of sample quantiles, see quantile, are not implemented by this function.

Value

The eqf as a stepfun object.

Note

The result will be incorrect if x contains ties but this should not happen for continuous distributions.

Author(s)

Georgi N. Boshnakov

See Also

quantile, psi.plot.stepfun, plot.stepfun, stepfun, ecdf

Examples

f5 <- psi.eqf(rnorm(20))
psi.plot.stepfun(f5,xlim=c(0,1),rigid.xlim=TRUE,verticals=FALSE)
psi.plot.stepfun(f5,xlim=c(0,1),rigid.xlim=TRUE,verticals=FALSE,pch=19)

GeoBosh/psistat documentation built on Nov. 19, 2020, 8:19 p.m.