decon_data

A dataset containing attributes for small lakes in Florida that can be used
to examine CDF deconvolution.

These functions provide procedures for selecting sites for spatial
surveys using spatially balanced algorithms applied to discrete points,
linear networks, or polygons. The probability survey designs available
include independent random samples, stratified random samples, and unequal
probability random samples (categorical or probability proportional to
size). Design-based estimation based on the results from surveys is
available for estimating totals, means, quantiles, CDFs, and linear models.
The analyses rely on package survey for most results. Variance estimation
options include a local neighborhood variance estimator that is appropriate
for spatially-balanced survey designs. A reference for the survey design
portion of the package is: D. L. Stevens, Jr. and A. R. Olsen (2004),
"Spatially-balanced sampling of natural resources.", Journal of the American
Statistical Association 99(465): 262-278, <DOI:10.1198/016214504000000250>.
Additional helpful references for this package are A. R. Olsen, T. M.
Kincaid, and Q. Payton (2012) and T. M. Kincaid and A. R. Olsen (2012), both
of which are chapters in the book "Design and Analysis of Long-Term
Ecological Monitoring Studies" (R. A. Gitzen, J. J. Millspaugh, A. B.
Cooper, and D. S. Licht (eds.), Cambridge University Press, New York,
<Online ISBN:9781139022422>).

Marc Weber

spsurvey

Spatial Survey Design and Analysis

Tom Kincaid

Tony Olsen

Don Stevens

Christian Platt

Denis White

Richard Remington

decon_data function

A data frame with 930 rows and 6 attributes:<dl class="dl-horizontal">
 <dt>xcoord</dt><dd>simulated x-coordinate value.</dd>
 <dt>ycoord</dt><dd>simulated y-coordinate value.</dd>
 <dt>Richness</dt><dd>simulated species richness value.</dd>
 <dt>Richness_25</dt><dd>species richness value plus 25% measurement error
 variance.</dd>
 <dt>Richness_50</dt><dd>species richness value plus 50% measurement error
 variance.</dd>
 <dt>Richness_100</dt><dd>species richness value plus 100% measurement error
 variance.</dd>
</dl>

Format

Small Lakes in Florida for Examining CDF Deconvolution — decon_data

A data frame with 930 rows and 6 attributes:<dl class='dl-horizontal'>
 <dt>xcoord</dt><dd>simulated x-coordinate value.</dd>
 <dt>ycoord</dt><dd>simulated y-coordinate value.</dd>
 <dt>Richness</dt><dd>simulated species richness value.</dd>
 <dt>Richness_25</dt><dd>species richness value plus 25% measurement error
 variance.</dd>
 <dt>Richness_50</dt><dd>species richness value plus 50% measurement error
 variance.</dd>
 <dt>Richness_100</dt><dd>species richness value plus 100% measurement error
 variance.</dd>
</dl>

decon_data: Small Lakes in Florida for Examining CDF Deconvolution

Description

Usage

Arguments

Format