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.

Copy Link

Version

Install

install.packages('sisVIVE')

Monthly Downloads

144

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