synthACS - Synthetic Microdata and Spatial MicroSimulation Modeling for ACS Data
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>.
Last updated 2 years ago
acsacs-datamicrosimulationspatial-data-analysiscpp
4.29 score 5 stars 78 scripts 406 downloadsimputeMulti - Imputation Methods for Multivariate Multinomial Data
Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 <ISBN: 978-0-412-04061-0>.
Last updated 3 years ago
imputationimputation-methodsmultivariate-multinomial-datacpp
4.15 score 5 stars 28 scripts 362 downloads