Synthetic Microdata and Spatial MicroSimulation Modeling for ACS Data
Create geographic mobility constraint list to a set of geographies
Create individual income constraint list to a set of geographies
Create marital status constraint list to a set of geographies
Create nativity status constraint list to a set of geographies
Create poverty status constraint list to a set of geographies
Create race constraint list to a set of geographies
Optimize the selection of a micro data population for a set of geograp...
Add a new attribute to a set (ie list) of synthetic_micro datasets
Add new constraint to constraint table
Create age constraint list to a set of geographies
Create educational attainment constraint list to a set of geographies
Create employment status constraint list to a set of geographies
Create gender constraint list to a set of geographies
Add new constraint to a set of geographies
Calculate the total absolute error (TAE) between sample data and const...
Combine separate SMSM optimizations
Derive synthetic micro datasets for a given geography.
Get Aggregate Data Specified Geography
Generate attribute vectors
Extract best fit for a specified geogrpahy from an 'smsm_set' object
Get dataset names from a "macroACS" object.
Get the endyear from a "macroACS" object.
Extract the final TAE for a specified geogrpahy from an 'smsm_set' obj...
Get the geography title from a "macroACS" object.
Get the span from a "macroACS" object.
Check macro_micro class
Check macroACS class
Check micro_synthetic class
Check smsm_set class
Check synthACS class
Marginalize synthetic attributes
Optimize the selection of a micro data population.
Plot simulated annealing path
Pull ACS base tables
Pull ACS data on field of bachelor's degree
Pull ACS educational attainment and enrollment data
Pull ACS geographic mobility data
Pull ACS data on households and housing units
Pull ACS income and earnings data
Pull ACS marital status data
Pull ACS population data
Pull ACS income and earnings data
Pull ACS race data
Pull ACS data for synthetic data creation.
Pull ACS transit and work data
Split a "macroACS" object
Summarizing SMSM fits
Add a new attribute to a synthetic_micro dataset
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>.