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causalsens (version 0.1.3)

Selection Bias Approach to Sensitivity Analysis for Causal Effects

Description

The causalsens package provides functions to perform sensitivity analyses and to study how various assumptions about selection bias affects estimates of causal effects.

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Install

install.packages('causalsens')

Monthly Downloads

257

Version

0.1.3

License

GPL (>= 2)

Last Published

March 18th, 2024

Functions in causalsens (0.1.3)

plot.causalsens

Plot a causal sensitivity analysis.
lalonde.psid

Non-experimental data from Lalonde (1986)
causalsens

Calculate sensitivity of causal estimates to unmeasured confounding.
one.sided

Confounding functions
lalonde.exp

Experimental data from the job training program first studied by LaLonde (1986)