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ivtools (version 1.0.0)

Instrumental Variables

Description

Contains tools for instrumental variables estimation. Currently, only non-parametric bounds and two-stage least squares are implemented, but more methods will be added in the future. Balke, A. and Pearl, J. (1997) , Vansteelandt S., Bowden J., Babanezhad M., Goetghebeur E. (2011) .

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Install

install.packages('ivtools')

Monthly Downloads

542

Version

1.0.0

License

LGPL (>= 3)

Maintainer

Arvid Sjolander

Last Published

April 24th, 2018

Functions in ivtools (1.0.0)

print.summary.tsls

Prints summary of two-stage least squares estimation
bounds

Bounds for the marginal causal risk difference in instrumental variables scenarios
summary.tsls

Summarizes two-stage least squares estimation
tsls

Two-stage least squares estimation of the causal exposure effect in instrumental variables scenarios