I currently use a Halton sequence to choose parameter sets for a prognostic model (e.g. using metabolic rate and protein content parameters to predict growth rate).
From my understanding, both a Halton sequence and a Latin Hypercube can be used to evenly sample parameter space.
I am reviewing a paper where the author uses a Latin hypercube in the same context that I am using a Halton sequence.
How are these approaches related? Are there conditions under which one would be more appropriate?