The new package obsSens is now on the CRAN mirrors.  This package has tools for 
doing senstitivity analysis for observational studies.
 
The common criticism of observational studies is that there is the possibility 
of an unmeasured variable that is related to both the response and the 
predictor of interst that could explain the observed relationship.  The 
sensitivity analysis is a "What If?" game where you specify potential 
relationships between the unmeasured variable and the response and predictor 
variable and see how that affects the relationship between predictor and 
response.
 
 

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