Package: saeSim 0.11.0

saeSim: Simulation Tools for Small Area Estimation

Tools for the simulation of data in the context of small area estimation. Combine all steps of your simulation - from data generation over drawing samples to model fitting - in one object. This enables easy modification and combination of different scenarios. You can store your results in a folder or start the simulation in parallel.

Authors:Sebastian Warnholz [aut, cre], Timo Schmid [aut]

saeSim_0.11.0.tar.gz
saeSim_0.11.0.zip(r-4.5)saeSim_0.11.0.zip(r-4.4)saeSim_0.11.0.zip(r-4.3)
saeSim_0.11.0.tgz(r-4.4-any)saeSim_0.11.0.tgz(r-4.3-any)
saeSim_0.11.0.tar.gz(r-4.5-noble)saeSim_0.11.0.tar.gz(r-4.4-noble)
saeSim_0.11.0.tgz(r-4.4-emscripten)saeSim_0.11.0.tgz(r-4.3-emscripten)
saeSim.pdf |saeSim.html
saeSim/json (API)
NEWS

# Install 'saeSim' in R:
install.packages('saeSim', repos = c('https://wahani.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/wahani/saesim/issues

On CRAN:

49 exports 2 stars 0.94 score 53 dependencies 35 scripts 274 downloads

Last updated 3 years agofrom:90d9e327e3. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 03 2024
R-4.5-winNOTESep 03 2024
R-4.5-linuxNOTESep 03 2024
R-4.4-winNOTESep 03 2024
R-4.4-macNOTESep 03 2024
R-4.3-winOKSep 03 2024
R-4.3-macOKSep 03 2024

Exports:%>%agg_allautoplotbase_add_idbase_idbase_id_temporalcomp_vargen_genericgen_normgen_v_ar1gen_v_normgen_v_sarsample_cluster_fractionsample_cluster_numbersample_fractionsample_numbersample_numbersshowsimsim_aggsim_basesim_base_lmsim_base_lmcsim_base_lmmsim_base_lmmcsim_clear_datasim_clear_listsim_comp_aggsim_comp_nsim_comp_Nsim_comp_popsim_comp_popMeansim_comp_popVarsim_comp_samplesim_gensim_gen_contsim_gen_esim_gen_ecsim_gen_genericsim_gen_vsim_gen_vcsim_gen_xsim_read_datasim_read_listsim_respsim_resp_eqsim_samplesim_simNamesummary

Dependencies:backportsBBmiscbootcheckmateclassclassIntclicolorspacedata.tableDBIdeldirdplyre1071fansifarverfunctionalgenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparallelMappillarpkgconfigproxyR6RColorBrewerRcpprlangs2scalessfspspDataspdeptibbletidyselectunitsutf8vctrsviridisLitewithrwk

Simulation Tools for Small Area Estimation

Rendered fromIntroduction.Rmdusingknitr::rmarkdownon Sep 03 2024.

Last update: 2017-05-06
Started: 2014-12-18

Readme and manuals

Help Manual

Help pageTopics
Piping operator%>%
Aggregation functionagg_all
as.data.frame method for sim_setupas.data.frame.sim_setup
Autoplot methodautoplot autoplot.sim_setup
Add id-variables to database_add_id
Construct data with id-variablesbase_id base_id_temporal
Compute variables in datacomp_var
Generator functionsgen_generic gen_norm gen_v_ar1 gen_v_norm gen_v_sar
Plotting methodsplot.sim_setup
Sampling functionssample_cluster_fraction sample_cluster_number sample_fraction sample_number sample_numbers
Show for 'sim_setup'show,sim_setup-method show,summary.sim_setup-method
Start simulationsim
Aggregation componentsim_agg
Base componentsim_base
Preconfigured set-upssim_base_lm sim_base_lmc sim_base_lmm sim_base_lmmc
Preconfigured computation componentssim_comp_N sim_comp_n sim_comp_popMean sim_comp_popVar
Calculation componentsim_comp_agg sim_comp_pop sim_comp_sample
Generation componentsim_gen sim_gen_generic
Generation Component for contaminationsim_gen_cont
Preconfigured generation componentssim_gen_e sim_gen_ec sim_gen_v sim_gen_vc sim_gen_x
Read in simulated datasim_clear_data sim_clear_list sim_read_data sim_read_list
Response componentsim_resp sim_resp_eq
Sampling componentsim_sample
Add a name to a sim_setupsim_simName
Summary for a sim_setupsummary,sim_setup-method