A Collection of Smooth Tensor Estimation Methods


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Documentation for package ‘SmoothTensor’ version 0.1.1

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Borda_count Borda count algorithm for nonparametric tensor estimation with unknown permutation.
LSE The least squares estimation for nonparametric tensor estimation with unknown permutation.
ltns Chicago crime tensor dataset
mode_info A list of mode information of the Chicago crime tensor dataset
simulation Generate a symmetric tensor observation from the smooth signal tensor, Gaussian noise tensor, and permutation.
simulation_asym Generate a non-symmetric tensor observation from the smooth signal tensor, Gaussian noise tensor, and permutation.
simulation_bin Generate a symmetric binary tensor from the probability tensor and permutation.
Spectral Spectral method for nonparametric tensor estimation with unknown permutation.