Two-sample inference for sparse functional data
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DOI: 10.1214/21-ejs1802
Abstract: In this paper, we develop an asymptotic χ2 test for detecting differences among mean functions when sparse and irregular observations are drawn from the underlying continuous stochastic processes for each subject. We provide theoretical arguments… read more here.
Keywords: inference sparse; two sample; sample inference; functional data ... See more keywords