bounds.plain.internal: Computes upper identification interval without shape...

Description Usage Arguments Value

Description

Computes upper identification interval without shape constraints, as in Aronow & Lee (2013).

Usage

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bounds.plain.internal(X, sampling.ratio = 5, xmin = NULL, xmax = NULL,
  buckets = 1000)

Arguments

X

The observed data.

sampling.ratio

Bound on the sampling weights gamma.

xmin

Used to construct histogram representation.

xmax

Used to construct histogram representation.

buckets

Used to construct histogram representation.

Value

mu.bound The upper bound for mu(x).

Xhat Unweighted empirical CDF of the data.

xvals Points at which Xhat is evaluated.

Xhat.weighted Weighted version of Xhat that maximizes mu, subject to sampling ratio constraint.


jrzubizarreta/scbounds documentation built on May 20, 2019, 5:26 p.m.