SCoRES (version 0.1.2)

MultiplierBootstrap: Multiplier Bootstrap

Description

Multiplier Bootstrap

Usage

MultiplierBootstrap(
  R,
  Q = NULL,
  alpha = 0.05,
  Mboots = 5000,
  method = "t",
  weights = "rademacher"
)

Value

A list with fields: z (distribution), q (threshold), and samples

Arguments

R

Array of shape (..., N), where N is number of repetitions

Q

Optional second sample array for two-sample SCB

alpha

Significance level (default 0.05)

Mboots

Number of bootstrap replications (default 5000)

method

Method for SD estimation: "t" or "regular"

weights

Multiplier type: "rademacher", "gaussian", or "mammen"

References

Telschow, F. J. E., & Schwartzman, A. (2022). Simultaneous confidence bands for functional data using the Gaussian Kinematic formula. Journal of Statistical Planning and Inference, 216, 70–94. tools:::Rd_expr_doi("10.1016/j.jspi.2021.05.008")

Examples

# Used internally by SCB_dense and functional_outcome_scb