VGAMdata: oalogUC – R documentation

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oalogUC

One-Altered Logarithmic Distribution

Description

Density, distribution function, quantile function and random generation for the one-altered logarithmic distribution with parameter pobs1.

Usage

doalog(x, shape, pobs1 = 0, log = FALSE)
poalog(q, shape, pobs1 = 0)
qoalog(p, shape, pobs1 = 0)
roalog(n, shape, pobs1 = 0)

Arguments

`x, q, n, p`	Same `Unif`.
`shape, log`	Same as `Otlog`).
`pobs1`	Probability of (an observed) one, called pobs1. The default value of `pobs1 = 0` corresponds to the response having a 1-truncated logarithmic distribution.

Details

The probability function of Y is 1 with probability pobs1, else a 1-truncated logarithmic(shape) distribution.

Value

doalog gives the density and poalog gives the distribution function, qoalog gives the quantile function, and roalog generates random deviates.

Note

The argument pobs1 is recycled to the required length, and must have values which lie in the interval [0,1].

Author(s)

T. W. Yee

Examples

shape <- 0.75; pobs1 <- 0.10; x <- (-1):7
doalog(x, shape = shape, pobs1 = pobs1)
table(roalog(100, shape = shape, pobs1 = pobs1))

## Not run:  x <- 0:10
barplot(rbind(doalog(x, shape = shape, pobs1 = pobs1),
                dlog(x, shape = shape)),
        beside = TRUE, col = c("blue", "orange"), cex.main = 0.7, las = 1,
        ylab = "Probability", names.arg = as.character(x),
        main = paste("OAL(shape = ", shape, ", pobs1 = ", pobs1,
                   ") [blue] vs",  " Logarithmic(shape = ", shape,
                   ") [orange] densities", sep = "")) 
## End(Not run)

VGAMdata

Data Supporting the 'VGAM' Package

v1.1-5

GPL-2

Authors

Thomas Yee [aut, cre, cph], James Gray [dtc]

Initial release

2021-01-13