other

More experimental or esoteric DA methods.

LNETF

The Nonlinear-Ensemble-Transform-Filter (localized).

Refs: wiljes2016, todter2015a.

It is (supposedly) a deterministic upgrade of the NLEAF of lei2011.

RHF

Rank histogram filter.

Refs: anderson2010.

Quick & dirty implementation without attention to (de)tails.

laplace_lklhd(xx)

Compute a Laplacian likelihood.

Compute likelihood of xx wrt. the sampling distribution RVs.LaplaceParallelRV(C=I), i.e., for x in xx: p(x) = exp(-sqrt(2)*|x|_1) / sqrt(2).