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So Young Park et al.
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D. S. Poskitt et al.
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Luo Xiao et al.
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Yehua Li et al.
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Debashis Paul et al.
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Jianhua Z. Huang et al.
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N. D. Pearce et al.
AMERICAN STATISTICIAN (2006)
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Peter Hall et al.
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Local Rademacher complexities
PL Bartlett et al.
ANNALS OF STATISTICS (2005)
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F Yao et al.
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Surface and subsurface dipole variability in the Indian Ocean and its relation with ENSO
T Shinoda et al.
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SK Behera et al.
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Principal component models for sparse functional data
GM James et al.
BIOMETRIKA (2000)