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synthACS  

Synthetic Microdata and Spatial MicroSimulation Modeling for ACS Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("synthACS", "1.7.1")



Attach the package and use:
library("synthACS")
Maintained by
Alex Whitworth
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-06-24
Latest Update: 2022-10-26
Description:
Provides access to curated American Community Survey (ACS) base tables via a wrapper to library(acs). Builds synthetic micro-datasets at any user-specified geographic level with ten default attributes; and, conducts spatial microsimulation modeling (SMSM) via simulated annealing.SMSM is conducted in parallel by default. Lastly, we provide functionality for data-extensibility of micro-datasets <doi:10.18637/jss.v104.i07>.
How to cite:
Alex Whitworth (2016). synthACS: Synthetic Microdata and Spatial MicroSimulation Modeling for ACS Data. R package version 1.7.1, https://cran.r-project.org/web/packages/synthACS. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.4.4 (2016-06-24 09:53), 0.5.4 (2016-06-29 02:35), 1.0.0 (2016-09-14 23:31), 1.0.1 (2017-02-12 12:03), 1.4.2 (2018-05-02 00:32), 1.4.4 (2019-01-03 00:10), 1.4.5 (2019-03-04 08:50), 1.5.0 (2019-07-14 22:50), 1.5.1 (2019-07-21 20:30), 1.5.2 (2019-07-23 00:00), 1.5.3 (2020-01-26 07:00), 1.5.5 (2020-03-24 23:20), 1.5.6 (2020-04-02 07:20), 1.5.7 (2020-04-25 23:30), 1.6.0 (2020-05-29 07:10), 1.6.2 (2022-07-08 01:30), 1.7.0 (2022-08-18 19:30)
Other packages that cited synthACS R package
View synthACS citation profile
Other R packages that synthACS depends, imports, suggests or enhances
Complete documentation for synthACS
Functions, R codes and Examples using the synthACS R package
Some associated functions: AgeRaceDR . BR2014 . LifeExp . MBR . TFR . add_constraint . adjDR . all_geog_constraint_age . all_geog_constraint_edu . all_geog_constraint_employment . all_geog_constraint_gender . all_geog_constraint_geog_mob . all_geog_constraint_income . all_geog_constraint_marital_status . all_geog_constraint_nativity . all_geog_constraint_poverty . all_geog_constraint_race . all_geog_optimize_microdata . all_geog_synthetic_new_attribute . all_geogs_add_constraint . calculate_TAE . combine_smsm . derive_synth_datasets . fetch_data . gen_attr_vectors . get_best_fit . get_dataset_names . get_endyear . get_final_tae . get_geography . get_span . is.macroACS . is.macro_micro . is.micro_synthetic . is.smsm_set . is.synthACS . la_hospitals . marginalize_attr . optimize_microdata . plot_TAEpath . pull_acs_basetables . pull_bachelors . pull_edu . pull_geo_mobility . pull_household . pull_inc_earnings . pull_mar_status . pull_population . pull_pov_inc . pull_race_data . pull_synth_data . pull_transit_work . rawDR . split . stateFR . summary.smsm_set . synthetic_new_attribute . 
Some associated R codes: RcppExports.R . a_class-methods_helpers.R . a_data-documentation.R . a_internal-functional_helpers.R . class_testing_functions.R . derive_synth_data.R . pull_bachelors.R . pull_edu.R . pull_geo_mobility.R . pull_household.R . pull_inc_earnings.R . pull_mar_status.R . pull_population.R . pull_pov_inc.R . pull_race.R . pull_synth_data.R . pull_transit_work.R . sim_anneal_wrappers.R . sim_annealing.R . synth_age_gender_marital.R . synth_edu.R . synth_emp.R . synth_geomob.R . synth_inc.R . synth_nativity.R . synth_new_attr.R . synth_pov.R . synth_race.R .  Full synthACS package functions and examples
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