miranska/restore: Regression testing for dataset migration

This is a package of regression testing for dataset migration. Given a scenario where a legacy dataset will be replaced by a target dataset, we will analyze the difference between them based on following tests: 1. Distribution test: Kolmogorov-Smirnov test; 2. Correlation tests: Pearson correlation coefficient and Spearman's correlation; 3. Different variables and records; 4. Magnitude comparison; 5. Mean relative errors; 6. The difference between two hierarchical pairs in Spearman's test; 7. Features that have NA values; 8. Hybrid tests, which shows features that appear in Kolmogorov-Smirnov test, mean relative error test, and correlation tests; 9. Ranking, which shows the ranking of variables that appear in Kolmogorov-Smirnov test, mean relative error test, and correlation tests. The final report will be written into a user-specified xlsx file or/and an object (which is stored in an RData file). Users can choose the test results produced in the final report.

install.packages("remotes")
remotes::install_github("miranska/restore")