Statistical Visualization Tools
Compare Groups Based on Barplots Across Time
Compare Patterns of Two Outcomes in One Scatter Plot
Compare Groups Based on Boxplots Across Time
Compare Boxplots with ROC Curve
Plot the Cross-Validation Curve Produced by cv.glmnet
Compare Groups Based on Density Plots
Compare Groups Based on Dendrogram
Compare Groups Based on dotplots Across Time
Heatmap with Row Names Colored by Group
Compare Groups Based on Histograms
Plot of Variable Importance
Improved Function for Obtaining Principal Components
Compare Groups Based on Trajectory Plots
Scatter Plot of 2 Specified Principal Components
Principal Variance Component Analysis (PVCA)
Draw Stacked Bar Plots
The Wrapper Function Incorporating All Wrapper Functions in statVisual
Volcano Plot
Compare Groups Based on Scatter Plots
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.