MultiLevelIPF

Implementation of algorithms that extend IPF to nested structures.

The IPF algorithm operates on count data. This package offers implementations for several algorithms that extend this to nested structures: “parent” and “child” items for both of which constraints can be provided.

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• grake: A reimplementation of generalized raking (Deville and Särndal, 1992; Deville, Särndal and Sautory, 1993)

Related work

• wrswoR: An implementation of fast weighted random sampling without replacement (Efraimidis and Spirakis, 2006)

• mangow: Embed the Gower distance metric in L1

• RANN.L1: k-nearest neighbors using the L1 metric

Installation

devtools::install_github("mlfit/MultiLevelIPF")