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Truncation-Induced Depenency in Summary Statistics (TIDES)

A method to check for inconsistencies in reported summary statistics for truncated data

Cite as

Hussey, I., Norwood, S. F., Cummins, J., Arslan, R. A., & Elson, M. (2024). Truncation-Induced Dependency in Summary Statistics (TIDES): A method to check for inconsistencies in reported summary statistics for truncated data. https://github.com/ianhussey/TIDES

TODO

  • consider use of round() in sd_bounds() and tides().
  • Wallrich suggests that sd_bounds()'s max_beta <- min(max(max, min + 1, max_alpha + 1), max) could be simplified to max_beta <- max. Seems to work, but needs through testing before adopting the change.
  • n_items doesn't seem to work appropriately above 1.
  • how to get vignette to appear in documentation?
  • improve vignettes tables, either select columns or change output rendering format
  • should tides function be renamed so package and function aren't identical
  • Differentiate mean based range violations from SD based violations in the output

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