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statVisual (version 1.1.9)

Statistical Visualization Tools

Description

Visualization functions in the applications of translational medicine (TM) and biomarker (BM) development to compare groups by statistically visualizing data and/or results of analyses, such as visualizing data by displaying in one figure different groups' histograms, boxplots, densities, scatter plots, error-bar plots, or trajectory plots, by displaying scatter plots of top principal components or dendrograms with data points colored based on group information, or visualizing volcano plots to check the results of whole genome analyses for gene differential expression.

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Version

Install

install.packages('statVisual')

Monthly Downloads

233

Version

1.1.9

License

GPL (>= 2)

Maintainer

Wenfei Zhang

Last Published

December 15th, 2019

Functions in statVisual (1.1.9)

BiAxisErrBar

Compare Patterns of Two Outcomes in One Scatter Plot
BoxROC

Compare Boxplots with ROC Curve
PVCA

Principal Variance Component Analysis (PVCA)
PCA_score

Scatter Plot of 2 Specified Principal Components
Hist

Compare Groups Based on Histograms
Box

Compare Groups Based on Boxplots Across Time
Heat

Heatmap with Row Names Colored by Group
genoSim

An ExpressionSet Object Storing Simulated Genotype Data
iprcomp

Improved Function for Obtaining Principal Components
barPlot

Compare Groups Based on Barplots Across Time
Den

Compare Groups Based on Density Plots
longDat

A Simulated Dataset for Longitudinal Data Analysis
ImpPlot

Plot of Variable Importance
Dendro

Compare Groups Based on Dendrogram
LinePlot

Compare Groups Based on Trajectory Plots
Volcano

Volcano Plot
XYscatter

Compare Groups Based on Scatter Plots
diffCorDat

A Dataset for Differential Correlation Analysis
ErrBar

Compare Groups Based on dotplots Across Time
stackedBarPlot

Draw Stacked Bar Plots
cv_glmnet_plot

Plot the Cross-Validation Curve Produced by cv.glmnet
esSim

A Simulated Gene Expression Dataset
statVisual

The Wrapper Function Incorporating All Wrapper Functions in statVisual