Other packages > Find by keyword >

emdi  

Estimating and Mapping Disaggregated Indicators
View on CRAN: Click here


Download and install emdi package within the R console
Install from CRAN:
install.packages("emdi")

Install from Github:
library("remotes")
install_github("cran/emdi")

Install by package version:
library("remotes")
install_version("emdi", "2.2.3")



Attach the package and use:
library("emdi")
Maintained by
Soeren Pannier
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-08
Latest Update: 2025-09-03
Description:
Functions that support estimating, assessing and mapping regional disaggregated indicators. So far, estimation methods comprise direct estimation, the model-based unit-level approach Empirical Best Prediction (see "Small area estimation of poverty indicators" by Molina and Rao (2010) ), the area-level model (see "Estimates of income for small places: An application of James-Stein procedures to Census Data" by Fay and Herriot (1979) ) and various extensions of it (adjusted variance estimation methods, log and arcsin transformation, spatial, robust and measurement error models), as well as their precision estimates. The assessment of the used model is supported by a summary and diagnostic plots. For a suitable presentation of estimates, map plots can be easily created. Furthermore, results can easily be exported to excel. For a detailed description of the package and the methods used see "The R Package emdi for Estimating and Mapping Regionally Disaggregated Indicators" by Kreutzmann et al. (2019) and the second package vignette "A Framework for Producing Small Area Estimates Based on Area-Level Models in R".
How to cite:
Soeren Pannier (2016). emdi: Estimating and Mapping Disaggregated Indicators. R package version 2.2.3, https://cran.r-project.org/web/packages/emdi. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2016-11-08 16:50), 1.1.0 (2017-05-18 09:19), 1.1.1 (2017-07-06 16:41), 1.1.2 (2018-04-04 15:06), 1.1.3 (2018-07-24 17:30), 1.1.4 (2018-10-10 19:10), 1.1.5 (2019-04-08 18:42), 1.1.6 (2019-10-27 00:30), 1.1.7 (2020-03-18 16:30), 2.0.0 (2020-07-07 14:50), 2.0.1 (2020-07-10 17:20), 2.0.2 (2021-02-03 18:10), 2.0.3 (2021-05-17 00:30), 2.1.0 (2021-07-07 18:20), 2.1.1 (2022-01-04 15:50), 2.1.2 (2022-08-21 00:10), 2.1.3 (2022-11-30 23:00), 2.2.0 (2023-10-31 08:05), 2.2.1 (2023-11-05 13:40), 2.2.2 (2024-06-11 22:20)
Other packages that cited emdi R package
View emdi citation profile
Other R packages that emdi depends, imports, suggests or enhances
Complete documentation for emdi
Functions, R codes and Examples using the emdi R package
Some associated functions: benchmark_emdi . combine_data . compare . compare_plot . compare_pred . data_transformation . direct . ebp . emdi . emdiObject . emdi_summaries . estimators . eusilcA_pop . eusilcA_popAgg . eusilcA_prox . eusilcA_smp . eusilcA_smpAgg . fh . fixef . getData . getGroups . getGroupsFormula . getResponse . getVarCov . intervals . load_shapeaustria . map_plot . plot.emdi . predict.emdi . qqnorm.emdi . ranef . spatialcor.tests . step . write.excel . 
Some associated R codes: FH.R . auxiliary_functions.R . back_transformation.R . benchmark.R . check_compare_arguments.R . check_direct_arguments.R . check_ebp_arguments.R . check_estimators_arguments.R . check_fh_arguments.R . check_mapplot_arguments.R . check_plot_arguments.R . check_writeexcel_arguments.R . combine_data.R . compare.R . compare_plot.R . compare_plot.direct.R . compare_plot.ebp.R . compare_plot.fh.R . direct_estimation.R . direct_variance.R . drop1.add1.fh.R . eblup.R . eblup_robust.R . ebp.R . emdi.R . emdiObject.R . estim_sigmau2.R . estimators.emdi.R . eusilcA_pop.R . eusilcA_popAgg.R . eusilcA_prox.R . eusilcA_smp.R . eusilcA_smpAgg.R . framework_direct.R . framework_ebp.R . framework_fh.R . load_shape.R . map_plot.R . mse.R . mse_emdi.R . mse_estimation.R . nlme_methods.R . optimal_parameter.R . plot.ebp.R . plot.emdi.R . plot.fh.R . point_emdi.R . point_estimation.R . point_estimation_direct.R . print.emdi.R . qqnorm.R . spatialcor.R . stats_methods.R . step.R . summary.direct.R . summary.ebp.R . summary.emdi.R . summary.fh.R . transformation_functions.R . variable_selection.R . write.excel.emdi.R . write.ods.emdi.R .  Full emdi package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA