Spatially-Enhanced and Entropy-Derived Contiguity Matrix (SpEED)
- Requirement: C++ compilers, Rcpp, RcppArmadillo, sf
- To install this package, please use the command below. It assumes that users have installed
remotes
package
remotes::install_github('sigmafelix/speed')
- Calculating a Hadamard product of a Jensen-Shannon divergence matrix and a geographic distance matrix to control geographic confounding
- Emulates exact matching, with mixed variables
- Actual matching procedure is done with https://github.com/kouskeimai/MatchIt
- Inspired by https://github.com/gpapadog/DAPSm
- TODO: Rcpp level parallelization to reduce execution time
- TODO: connecting/porting to Julia