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robustlmm (version 3.5.0-2)

lqqPsi: Default lqq (linear-quadratic-quadratic) redescending psi-function.

Description

Pre-built psi_func_rcpp from makeRobustbasePsi("lqq") with robustbase's default lqq tuning (about 95% efficiency at the normal). The lqq psi of Koller and Stahel (2011) redescends more gradually than the bisquare and is the recommended redescender, as used by robustbase's lmrob.control(setting = "KS2014"). Use it as rho.e in rlmer; a redescender needs a good initial estimate, so pair it with init = "ransac" or rlmer_ransac.

Arguments

References

Koller, M. and Stahel, W. A. (2011) Sharpening Wald-type inference in robust regression for small samples. Computational Statistics & Data Analysis 55(8), 2504--2515.

See Also

makeRobustbasePsi, bisquarePsi.