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sensitivitymv (version 1.4.3)

Sensitivity Analysis in Observational Studies

Description

The package performs a sensitivity analysis in an observational study using an M-statistic, for instance, the mean. The main function in the package is senmv(), but amplify() and truncatedP() are also useful. The method is developed in Rosenbaum Biometrics, 2007, 63, 456-464, .

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Version

Install

install.packages('sensitivitymv')

Monthly Downloads

225

Version

1.4.3

License

GPL-2

Maintainer

Paul Rosenbaum

Last Published

June 13th, 2018

Functions in sensitivitymv (1.4.3)

erpcp

DNA Damage Among Welders
sensitivitymv-package

tools:::Rd_package_title("sensitivitymv")
separable1v

Asymptotic separable calculations internal to other functions.
tbmetaphase

Genetic damage from drugs used to treat TB
truncatedP

Trucated product of P-values.
newurks

Approximate scores for ranks of row ranges.
lead150

Smoking and lead in 150 matched 1-5 sets.
truncatedPbg

Trucated product of P-values using the mixture formula.
lead250

Smoking and lead in 250 matched pairs.
amplify

Amplification of sensitivity analysis in observational studies.
senmv

Sensitivity analysis in observational studies using Huber-Maritz M-statistics.
multrnks

Approximate scores for ranks.
mercury

NHANES Mercury/Fish Data
mscorev

Computes the M-scores used by senmv.
mtm

DNA damage from exposure to chromium