tippingdata

A hypothetical dataset with continuous and binary outcome.

datasets

Using the idea of "tipping point" (proposed in
Gregory Campbell, Gene Pennello and Lilly Yue(2011)
<DOI:10.1080/10543406.2011.550094>) to visualize the results
of sensitivity analysis for missing data, the package provides
a set of functions to list out all the possible combinations
of missing values in two treatment arms, calculate
corresponding estimated treatment effects and p values, and draw
a colored heat-map. It could deal with randomized
experiments with a binary outcome or a continuous outcome. In addition,
the package provides a visualized method to compare various imputation
methods by adding the rectangles or convex hulls on the basic plot.

Xikun Han

TippingPoint

Enhanced Tipping Point Displays the Results of Sensitivity
Analysis for Missing Data

tippingdata function

Data frame with 270 rows and 5 variables:<ul>
<li>continuous: continuous outcome</li>
<li>binary: binary outcome</li>
<li>educ: education time(years)</li>
<li>female: 0=male, 1=female</li>
<li>treat: 0=control group, 1=treatment group</li>
</ul>

tippingdata: An hypothetical dataset used to demonstrate functions.

Description

Usage

Arguments

Format