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Type: Package
Title: Influence Function Based Estimate Objects
Version: 0.1.12
Maintainer: Nicholas Williams <ntwilliams.personal@gmail.com>
Description: Implements an S7 class for estimates based on influence functions. Standard arithmetic operations are defined for the class.
License: GPL (≥ 3)
Encoding: UTF-8
Imports: cli, generics, S7
RoxygenNote: 7.3.2
Suggests: testthat (≥ 3.0.0)
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2025-02-15 02:38:12 UTC; nicholaswilliams
Author: Nicholas Williams ORCID iD [aut, cre, cph]
Repository: CRAN
Date/Publication: 2025-02-15 03:30:02 UTC

Create a new 'influence_func_estimate' object

Description

Create a new 'influence_func_estimate' object

Usage

ife(
  x,
  eif,
  weights = rep(1, length(eif)),
  id = as.character(1:length(eif)),
  critical_value = qnorm(0.975)
)

influence_func_estimate(
  x,
  eif,
  weights = rep(1, length(eif)),
  id = as.character(1:length(eif)),
  critical_value = qnorm(0.975)
)

Arguments

x

[numeric(1)]
The estimate.

eif

[numeric(n)]
The influence function.

weights

[numeric(n)]
Optional sampling weights.

id

[character(n)]
Optional cluster identifiers.

critical_value

[numeric(1)]
Optional critical value for constructing confidence interval.

Value

An 'S7' object of class influence_func_estimate.

Examples

x <- influence_func_estimate(5, runif(10))
y <- ife(5, runif(10))
x + y
x + 1
1 - y
x / y
x * y
tidy(x)

Objects exported from other packages

Description

These objects are imported from other packages. Follow the links below to see their documentation.

generics

tidy

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.