The impact of model assumptions in scalar-on-image regression.
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DOI: 10.1002/sim.7915
Abstract: Complex statistical models such as scalar-on-image regression often require strong assumptions to overcome the issue of nonidentifiability. While in theory, it is well understood that model assumptions can strongly influence the results, this seems to… read more here.
Keywords: image regression; model assumptions; scalar image;