biokNN
biokNN provides a bi-objective k-nearest-neighbours imputation method for multilevel data, balancing global structure and cluster-level structure when filling in missing values. It accompanies Cubillos, Wøhlk & Wulff (2022).
install.packages("biokNN")
See also
- [Paper]A Bi-Objective k-Nearest-Neighbors-Based Imputation Method for Multilevel Data
- [Paper]Multiple Imputation by Chained Equations in Praxis: Guidelines and Review
- [Paper]A Multilevel Bayesian Framework for Predicting Municipal Waste Generation Rates
- [Software]alphaN
- [Software]bootmakr
- [Software]ginteff