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noncompliance (version 0.1.1)

Causal Inference in the Presence of Treatment Noncompliance Under the Binary Instrumental Variable Model

Description

A finite-population significance test of the 'sharp' causal null hypothesis that treatment exposure X has no effect on final outcome Y, within the principal stratum of Compliers. A generalized likelihood ratio test statistic is used, and the resulting p-value is exact. Currently, it is assumed that there are only Compliers and Never Takers in the population.

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Install

install.packages('noncompliance')

Monthly Downloads

160

Version

0.1.1

License

GPL (>= 3)

Maintainer

Last Published

February 12th, 2016

Functions in noncompliance (0.1.1)