blipVarianceBootstrap: Bootstrap confidence intervals for the blip variance...

In wilsoncai1992/TMLEbootstrap: Bootstrap Confidence Intervals for Targeted Maximum Likelihood Estimators

Description

Output both the point estimate and the bootstrap confidence interval

Super class

TMLEbootstrap::generalBootstrap -> blipVarianceBootstrap

Methods

Public methods

• blipVarianceBootstrap$new()

• blipVarianceBootstrap$bootstrap_once()

• blipVarianceBootstrap$run_bootstrap()

• blipVarianceBootstrap$clone()

Inherited methods

• TMLEbootstrap::generalBootstrap$all_boot_CI()

• TMLEbootstrap::generalBootstrap$bootstrap()

• TMLEbootstrap::generalBootstrap$center_CI()

• TMLEbootstrap::generalBootstrap$exact_bootstrap()

• TMLEbootstrap::generalBootstrap$exact_bootstrap_paper()

• TMLEbootstrap::generalBootstrap$penalized_CI()

• TMLEbootstrap::generalBootstrap$penalized_CI_half()

• TMLEbootstrap::generalBootstrap$scale_adjust_CI()

• TMLEbootstrap::generalBootstrap$shift2()

• TMLEbootstrap::generalBootstrap$sigma_mse()

• TMLEbootstrap::generalBootstrap$spread()

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Method new()

Usage

blipVarianceBootstrap$new(data, verbose = NULL, targeting = TRUE, ...)

---

Method bootstrap_once()

Usage

blipVarianceBootstrap$bootstrap_once(self, data, population_tmle)

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Method run_bootstrap()

Usage

blipVarianceBootstrap$run_bootstrap(
  n_bootstrap = 200,
  alpha = 0.05,
  kind = NULL
)

---

Method clone()

The objects of this class are cloneable with this method.

Usage

blipVarianceBootstrap$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

wilsoncai1992/TMLEbootstrap documentation built on Feb. 27, 2021, 7:57 a.m.