Apps Based Activities for Communicating and Understanding Statistics

A set of Shiny apps for effective communication and understanding in statistics. The current version includes properties of normal distribution, properties of sampling distribution, one-sample z and t tests, two samples independent (unpaired) t test and analysis of variance.


Reference manual

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1.0.0 by Mintu Nath, a year ago

Browse source code at

Authors: Mintu Nath [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports ggplot2, shiny

Suggests rmarkdown, knitr

See at CRAN