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saeTrafo
View on CRAN: Click
here
Download and install saeTrafo package within the R console
Install from CRAN:
install.packages("saeTrafo")
Install from Github:
library("remotes")
install_github("cran/saeTrafo")
Install by package version:
library("remotes")
install_version("saeTrafo", "1.0.2")
Attach the package and use:
library("saeTrafo")
Maintained by
Nora Würz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-23
Latest Update: 2023-12-11
Description:
The aim of this package is to offer new methodology for unit-level
small area models under transformations and limited population auxiliary
information. In addition to this new methodology, the widely used nested
error regression model without transformations (see "An Error-Components
Model for Prediction of County Crop Areas Using Survey and Satellite Data"
by Battese, Harter and Fuller (1988) )
and its well-known uncertainty estimate (see "The estimation of the mean
squared error of small-area estimators" by Prasad and Rao (1990)
) are provided. In this package, the
log transformation and the data-driven log-shift transformation are
provided. If a transformation is selected, an appropriate method is chosen
depending on the respective input of the population data: Individual
population data (see "Empirical best prediction under a nested error model
with log transformation" by Molina and Mart
How to cite:
Nora Würz (2022). saeTrafo: Transformations for Unit-Level Small Area Models. R package version 1.0.2, https://cran.r-project.org/web/packages/saeTrafo
Other packages that cited saeTrafo R package
View saeTrafo citation profile
Other R packages that saeTrafo depends,
imports, suggests or enhances
Functions, R codes and Examples using
the saeTrafo R package
Some associated functions: NER_Trafo . compare_plot . compare_pred . estimators . eusilcA_pop . eusilcA_smp . fixef . getData . getGroups . getGroupsFormula . getResponse . getVarCov . intervals . load_shapeaustria . map_plot . plot.saeTrafo . pop_area_size . pop_cov . pop_mean . predict.NER . qqnorm.saeTrafo . ranef . saeTrafo . saeTrafoObject . summaries.saeTrafo . write.excel .
Some associated R codes: MSE.R . NER_Trafo.R . check_NER_Trafo.R . check_compare_arguments.R . check_estimators_arguments.R . check_plot_arguments.R . check_writeexcel_arguments.R . compare.R . compare_plot.R . estimators.saeTrafo.R . eusilcA_pop.R . eusilcA_smp.R . framework_NER.R . helping_functions.R . load_shape.R . map_plot.saeTrafo.R . mse_saeTrafo.R . nlme_methods.R . optimal_parameter.R . plot.saeTrafo.R . point_estimation_NER.R . point_saeTrafo.R . pop_area_size.R . pop_cov.R . pop_mean.R . print.saeTrafo.R . qqnorm.R . saeTrafo.R . saeTrafoObject.R . stats_methods.R . summary.saeTrafo.R . transformation_functions.R . write.excel.saeTrafo.R . write.ods.saeTrafo.R . Full saeTrafo package functions and examples
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