DA: Convert Data To Or From BUGS Format

In secr: Spatially Explicit Capture-Recapture

Convert Data To Or From BUGS Format

Description

Convert data between ‘capthist’ and BUGS input format.

Usage

read.DA(DAlist, detector = "polygonX", units = 1, session = 1,
    Y = "Y", xcoord = "U1", ycoord = "U2", xmin = "Xl",
    xmax = "Xu", ymin = "Yl", ymax = "Yu", buffer = "delta",
    verify = TRUE)

write.DA(capthist, buffer, nzeros = 200, units = 1)

Arguments

DAlist	list containing data in BUGS format
detector	character value for detector type: ‘polygon’ or ‘polygonX’
units	numeric for scaling output coordinates
session	numeric or character label used in output
Y	character, name of binary detection history matrix (animals x occasions)
xcoord	character, name of matrix of x-coordinates for each detection in Y
ycoord	character, name of matrix of y-coordinates for each detection in Y
xmin	character, name of coordinate of state space boundary
xmax	character, name of coordinate of state space boundary
ymin	character, name of coordinate of state space boundary
ymax	character, name of coordinate of state space boundary
buffer	see Details
verify	logical if TRUE then the resulting capthist object is checked with verify
capthist	capthist object
nzeros	level of data augmentation (all-zero detection histories)

Details

Data for OpenBUGS or WinBUGS called from R using the package R2WinBUGS (Sturtz et al. 2005) take the form of an R list.

These functions are limited at present to binary data from a square quadrat such as used by Royle and Young (2008). Marques et al. (2011) provide an R function create.data() for generating simulated datasets of this sort (see sim.capthist for equivalent functionality).

When reading BUGS data –

The character values Y, xcoord, ycoord, xmin etc. are used to locate the data within DAlist, allowing for variation in the input names.

The number of sampling occasions is taken from the number of columns in Y. Each value in Y should be 0 or 1. Coordinates may be missing

A numeric value for buffer is the distance (in the original units) by which the limits Xl, Xu etc. should be shrunk to give the actual plot limits. If buffer is character then a component of DAlist contains the required numeric value.

Coordinates in the output will be multiplied by the scalar units.

Augmentation rows corresponding to ‘all-zero’ detection histories in Y, xcoord, and ycoord are discarded.

When writing BUGS data –

Null (all-zero) detection histories are added to the matrix of detection histories Y, and missing (NA) rows are added to the coordinate matrices xcoord and ycoord.

Coordinates in the output will be divided by the scalar units.

Value

For read.DA, an object of class ‘capthist’.

For write.DA, a list with the components

Xl	left edge of state space
Xu	right edge of state space
Yl	bottom edge of state space
Yu	top edge of state space
delta	buffer between edge of state space and quadrat
nind	number of animals observed
nzeros	number of added all-zero detection histories
T	number of sampling occasions
Y	binary matrix of detection histories (dim = c(nind+nzeros, T))
U1	matrix of x-coordinates, dimensioned as Y
U2	matrix of y-coordinates, dimensioned as Y

U1 and U2 are ‘NA’ where animal was not detected.

References

Marques, T. A., Thomas, L. and Royle, J. A. (2011) A hierarchical model for spatial capture–recapture data: Comment. Ecology 92, 526–528.

Royle, J. A. and Young, K. V. (2008) A hierarchical model for spatial capture–recapture data. Ecology 89, 2281–2289.

Sturtz, S., Ligges, U. and Gelman, A. (2005) R2WinBUGS: a package for running WinBUGS from R. Journal of Statistical Software 12, 1–16.

See Also

hornedlizardCH, verify, capthist

Examples

write.DA (hornedlizardCH, buffer = 100, units = 100)

## In this example, the input uses Xl, Xu etc.
## for the limits of the plot itself, so buffer = 0.
## Input is in hundreds of metres.
## First, obtain the list lzdata
olddir <- setwd (system.file("extdata", package="secr"))
source ("lizarddata.R")
setwd(olddir)
str(lzdata)
## Now convert to capthist
tempcapt <- read.DA(lzdata, Y = "H", xcoord = "X",
    ycoord = "Y", buffer = 0, units = 100)

## Not run: 

plot(tempcapt)
secr.fit(tempcapt, trace = FALSE)
## etc.


## End(Not run)

secr documentation built on Nov. 4, 2024, 9:06 a.m.