TippingPoint: Enhanced Tipping Point Displays the Results of Sensitivity Analyses for Missing Data
Version 1.1.0

Using the idea of "tipping point" (proposed in Gregory Campbell, Gene Pennello and Lilly Yue(2011) ) 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 the values of missing data in two treatment arms, calculate corresponding estimated treatment effects and p values and draw a colored heat-map to visualize them. 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.

Browse man pages Browse package API and functions Browse package files

AuthorShengjie Zhang <zhangshengjie@mrbc-nccd.com>, Xikun Han <hanxikun2014@163.com> and Victoria Liublinska <vliublin@g.harvard.edu>
Date of publication2016-05-02 14:18:45
MaintainerXikun Han <hanxikun2014@163.com>
LicenseGPL-2
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("TippingPoint")

Man pages

imputedata: Imputation results under different methods
tippingdata: An hypothetical dataset used to demonstrate functions.
TippingPoint: Generic function for Enhanced Tipping Point Displays
TippingPoint.default: Default method for TippingPoint
TippingPoint.formula: TippingPoint.formula

Functions

TippingPoint Man page Source code
TippingPoint.default Man page Source code
TippingPoint.formula Man page Source code
check.range Source code
format_cat Source code
imputedata Man page
tippingdata Man page

Files

inst
inst/doc
inst/doc/TippingPoint.html
inst/doc/TippingPoint.Rmd
inst/doc/TippingPoint.R
NAMESPACE
NEWS
data
data/tippingdata.rda
data/imputedata.rda
R
R/utilities.R
R/data.R
R/TippingPoint.R
vignettes
vignettes/TippingPoint.Rmd
vignettes/TippingPoint.css
MD5
build
build/vignette.rds
DESCRIPTION
man
man/TippingPoint.Rd
man/TippingPoint.formula.Rd
man/TippingPoint.default.Rd
man/tippingdata.Rd
man/imputedata.Rd
TippingPoint documentation built on May 19, 2017, 5 p.m.