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l1rotation

Identify Loading Vectors under Sparsity in Factor Models

v1.0.1 · May 20, 2025 · MIT + file LICENSE

Description

Simplify the loading matrix in factor models using the l1 criterion as proposed in Freyaldenhoven (2025) <doi:10.21799/frbp.wp.2020.25>. Given a data matrix, find the rotation of the loading matrix with the smallest l1-norm and/or test for the presence of local factors with main function local_factors().

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies cli doParallel dplyr foreach ggplot2 magrittr matrixStats pracma scales l1rotation

Version History

new 1.0.1 Mar 9, 2026