TODO.md

TODO List

This is an unordered list of items that I want to fix eventually.

Tests

• Improve test coverage, especially for edge cases.

Functionality

• Confidence intervals on regression parameters.
• Function to check for statistical significance.
• Function to estimate minimal sample size for target significance.
• Function to estimate best confidence level for a given data set and interval constraints.

Pondering

• Integrate intervals with either crate intervallum or crate intervals-general
• Define a new-type for Ratio, constrained in [0., 1.]

Done

• Use proportion intervals to compute quantile intervals
• Confidence intervals for unpaired comparisons.
• Add accuracy tests based on large samples.
• Require PartialOrder type bound on Interval parametric type.
• Make Interval creation faillible and ensure that data is always consistent.
• Refactor Interval removing Empty and Degenerate, adding LeftBounded and RightBounded variants.
• Remove empty intervals and make bounds mandatory.