Firstly provides a wrapper to library(acs) to access curated set of American Community Survey (ACS) base tables which may be of interest to many researchers. Secondly, it builds synthetic micro-datasets of ACS data at any specified geographic level with 10 default individual attributes. Thirdly, provides functionality for data-extensibility of micro-datasets; allowing users to both add data attributes and marginalize undesired attributes. And finally, the package also conducts spatial microsimulation modeling (SMSM) via simulated annealing. SMSM is conducted in parallel by default.
|Author||Alex Whitworth [aut, cre]|
|Date of publication||2016-09-14 23:31:05|
|Maintainer||Alex Whitworth <firstname.lastname@example.org>|
|License||MIT + file LICENSE|
add_constraint: Add new constraint to constraint table
adjDR: Age-adjusted Death Rate by race and gender
AgeRaceDR: Death rates in the United States by age and race, 2013
all_geog_constraint_age: Create age constraint list to a set of geographies
all_geog_constraint_edu: Create educational attainment constraint list to a set of...
all_geog_constraint_employment: Create employment status constraint list to a set of...
all_geog_constraint_gender: Create gender constraint list to a set of geographies
all_geog_constraint_geog_mob: Create geographic mobility constraint list to a set of...
all_geog_constraint_income: Create individual income constraint list to a set of...
all_geog_constraint_marital_status: Create marital status constraint list to a set of geographies
all_geog_constraint_nativity: Create nativity status constraint list to a set of...
all_geog_constraint_poverty: Create poverty status constraint list to a set of geographies
all_geog_constraint_race: Create race constraint list to a set of geographies
all_geog_optimize_microdata: Optimize the selection of a micro data population for a set...
all_geogs_add_constraint: Add new constraint to a set of geographies
all_geog_synthetic_new_attribute: Add a new attribute to a set (ie list) of synthetic_micro...
BR2014: Birth Rates by Age and Race of Mother
calculate_TAE: Calculate the total absolute error (TAE) between sample data...
combine_smsm: Combine separate SMSM optimizations
derive_synth_datasets: Derive synthetic micro datasets for a given geography.
fetch_data: Get Aggregate Data Specified Geography
gen_attr_vectors: Generate attribute vectors
get_best_fit: Extract best fit for a specified geogrpahy from an 'smsm_set'...
get_dataset_names: Get dataset names from a "macroACS" object.
get_endyear: Get the endyear from a "macroACS" object.
get_final_tae: Extract the final TAE for a specified geogrpahy from an...
get_geography: Get the geography title from a "macroACS" object.
get_span: Get the span from a "macroACS" object.
is.macroACS: Check macroACS class
is.macro_micro: Check macro_micro class
is.micro_synthetic: Check micro_synthetic class
is.smsm_set: Check smsm_set class
is.synthACS: Check synthACS class
LifeExp: Life expectancy at certain ages; United States, 2013
marginalize_attr: Marginalize synthetic attributes
MBR: Multiple Birth Rate data by year and race of mother
optimize_microdata: Optimize the selection of a micro data population.
plot_TAEpath: Plot simulated annealing path
pull_bachelors: Pull ACS data on field of bachelor's degree
pull_edu: Pull ACS educational attainment and enrollment data
pull_geo_mobility: Pull ACS geographic mobility data
pull_household: Pull ACS
pull_inc_earnings: Pull ACS income and earnings data
pull_mar_status: Pull ACS marital status data
pull_population: Pull ACS population data
pull_pov_inc: Pull ACS income and earnings data
pull_race_data: Pull ACS race data
pull_synth_data: Pull ACS data for synthetic data creation.
pull_transit_work: Pull ACS transit and work data
rawDR: Raw Death Rate by race and gender
split: Split a "macroACS" object
stateFR: Birth rates, by age of mother: United States, each state and...
summary.smsm_set: Summarizing SMSM fits
synthetic_new_attribute: Add a new attribute to a synthetic_micro dataset
TFR: Total Fertility Rate by race of mother