lessR - Less Code with More Comprehensive Results
Each function replaces multiple standard R functions. For
example, two function calls, Read() and CountAll(), generate
summary statistics for all variables in the data frame, plus
histograms and bar charts. Other functions provide data
aggregation via pivot tables; comprehensive regression, ANOVA,
and t-test; visualizations including integrated
Violin/Box/Scatter plot for a numerical variable, bar chart,
histogram, box plot, density curves, calibrated power curve;
reading multiple data formats with the same call; variable
labels; time series with aggregation and forecasting; color
themes; and Trellis (facet) graphics. Also includes a
confirmatory factor analysis of multiple-indicator measurement
models, pedagogical routines for data simulation (e.g., Central
Limit Theorem), generation and rendering of regression
instructions for interpretative output, and both interactive
construction of visualizations and interactive visualizations
with plotly.