block_sure: Wrapper for 'get_c_list' and 'block_sure_given_c_list'.

In dcgerard/hose: Higher-order spectral estimators

Description

Wrapper for get_c_list and block_sure_given_c_list.

Usage

block_sure(current_tensor, func, dfunc, lambda_list, tau2 = 1,
  block_size = dim(current_tensor)[3])

Arguments

current_tensor	An array of numerics.
func	A list of functions to apply to each mode.
dfunc	A list of derivatives of the function in func.
lambda_list	A list of parameter values for func and dfunc.
tau2	A positive numeric. The variance. Assumed known and defaults to 1.
block_size	The size of the overlapping blocks.

Value

sure_final A numeric. The SURE value.

mean_est An array of numerics. The mean estimate.

Author(s)

David Gerard.

References

Gerard, D., & Hoff, P. (2015). Adaptive Higher-order Spectral Estimators. arXiv preprint arXiv:1505.02114.

dcgerard/hose documentation built on Aug. 1, 2019, 12:11 a.m.