SansSouciDyadic: Create an object of class 'SansSouciStruct' with a dyadic...

In pneuvial/sanssouci: Post Hoc Multiple Testing Inference

Create an object of class 'SansSouciStruct' with a dyadic structure

Description

Create an object of class 'SansSouciStruct' with a dyadic structure

Usage

SansSouciDyadic(
  m,
  leaf_size = NULL,
  height = NULL,
  direction = c("bottom-up", "top-down"),
  ...
)

Arguments

m	A numeric value, the number of hypotheses
leaf_size	An integer value, the number of hypotheses in each leaf. Defaults to NULL.
height	An integer value, the desired maximal height of the tree. Defaults to NULL.
direction	A character value, the direction used for building the tree. Must be one of "bottom-up" or "top-down"
...	Further arguments to be passed to 'SansSouciStruct'

Details

If both 'leaf_size' and 'height' are NULL then a binary tree with maximal height given the total number of hypotheses is built. If both 'leaf_size' and 'height' are non NULL, then 'height' is ignored and a tree is built with the desired leaf size.

Value

An object of class 'SansSouciStruct'

References

Durand, G., Blanchard, G., Neuvial, P., & Roquain, E. (2020). Post hoc false positive control for structured hypotheses. Scandinavian Journal of Statistics, 47(4), 1114-1148.

See Also

dyadic.from.leave.list dyadic.from.window.size dyadic.from.height dyadic.from.max.height

Examples

s <- 100
q <- 7
m <- s*2^q

obj <- SansSouciDyadic(m, leaf_size = s, direction = "top-down")
obj <- SansSouciDyadic(m, height = 8, direction = "top-down")

pneuvial/sanssouci documentation built on Feb. 12, 2024, 4:18 a.m.