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", "2.2.1")



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: 2023-06-14
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 2.2.1, https://cran.r-project.org/web/packages/emdi
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)
Other packages that cited emdi R package
View emdi citation profile
Other R packages that emdi depends, imports, suggests or enhances
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns