sptotal: sptotal: A package used for performing Finite Population...
In highamm/sptotal: Predicting Totals and Weighted Sums from Spatial Data
sptotal R Documentation
sptotal: A package used for performing Finite Population Block
Kriging (FPBK) on polygonal count data.
Description
The package provides an option to perform FPBK on counts assuming
perfect detection of counts on the sites that were in the survey sample. The
functions in the package use methods in (Ver Hoef, 2008,
<doi:10.1007/s10651-007-0035-y>)
Details
sptotal Main Functions:
slmfit fits a spatial linear model to the response on the
observed/sampled sites.
predict.slmfit uses the spatial linear model fit
from slmfit and finite population block kriging to
predict the response at unobserved locations. A prediction for the
total response as well as a prediction variance are given by default.
Most of the remaining functions in the package are either helper functions
or extra optional functions to extract various specific things from an
slmfit object, such as residuals, AIC, log-likelihood, etc.
See the Vignette for more details: browseVignettes("sptotal")
Reference for Mathematical Details:
Ver Hoef, Jay M. "Spatial methods for plot-based sampling of wildlife
populations."
A Environmental and Ecological Statistics 15,
no. 1 (2008): 3-13.
highamm/sptotal documentation built on Aug. 12, 2024, 2:04 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| sptotal | R Documentation |
sptotal: A package used for performing Finite Population Block Kriging (FPBK) on polygonal count data.
Description
The package provides an option to perform FPBK on counts assuming perfect detection of counts on the sites that were in the survey sample. The functions in the package use methods in (Ver Hoef, 2008, <doi:10.1007/s10651-007-0035-y>)
Details
sptotal Main Functions:
slmfit fits a spatial linear model to the response on the
observed/sampled sites.
predict.slmfit uses the spatial linear model fit
from slmfit and finite population block kriging to
predict the response at unobserved locations. A prediction for the
total response as well as a prediction variance are given by default.
Most of the remaining functions in the package are either helper functions
or extra optional functions to extract various specific things from an
slmfit object, such as residuals, AIC, log-likelihood, etc.
See the Vignette for more details: browseVignettes("sptotal")
Reference for Mathematical Details:
Ver Hoef, Jay M. "Spatial methods for plot-based sampling of wildlife populations." A Environmental and Ecological Statistics 15, no. 1 (2008): 3-13.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.