sisVIVE (version 1.4)

Some Invalid Some Valid Instrumental Variables Estimator

Description

Selects invalid instruments amongst a candidate of potentially bad instruments. The algorithm selects potentially invalid instruments and provides an estimate of the causal effect between exposure and outcome.

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Version

Install

install.packages('sisVIVE')

Monthly Downloads

147

Version

1.4

License

GPL-2

Maintainer

Hyunseung Kang

Last Published

May 30th, 2017

Functions in sisVIVE (1.4)

cv.sisVIVE

Computes K-fold cross validation for selecting lambda

predict.sisVIVE

Estimates set of invalid instruments or the causal effect of exposure on outcome from a sisVIVE object

summary.sisVIVE

A summary of the sisVIVE object

sisVIVE-internal

Internal sisVIVE functions

sisVIVE

Some Invalid Some Valid Instrumental Variables Estimator