This package provides functions to create descriptive statistics tables for continuous and categorical variables.
Multiple methods to (quickly) encode factor variables, using data.table
Source Code for Paper: Williams, S.Z., Zou, J., Liu, Y., Si, Y., Galea, S. and Chen, Q. (2024), Improving Survey Inference Using Administrative Records Without Releasing Individual-Level Continuous Data. Statistics in Medicine, 43: 5803-5813. https://doi.org/10.1002/sim.10270.
Implementation of Naive Bayes algorithm for categorical data
Set of functions based on ggplot2::ggplot() for optimising the visualization process of categorical variables.
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