ldpdist 0.1.1
- Add CDF function conversion, grid quantiles, fitted-value
extractors, and a documented helper for inversion of pointwise CDF
limits.
- Draw CDF fits with step-function graphics, jump markers, and overlay
options.
- Add scalar-quantile prediction and plots of the retained averaging
path or final estimate, with optional final-time self-normalized
limits.
- Accept a data frame with an x column in CDF prediction.
- Use sentence case consistently in help-page titles.
- Expand the package overview and methodological references.
- Add the CRAN URL and package DOI to the software citation.
ldpdist 0.1.0
Initial release.
- Binary randomized response and categorical mechanisms: KRR, OUE,
OLH, Hadamard response, and utility-optimized censoring.
- Isotonic and divide-and-conquer CDF estimation from threshold
reports, with design-aware variance estimates and survey
aggregation.
- Sequential single-quantile estimation with self-normalized
confidence intervals and dynamic-chain asymptotic confidence
sequences.
- Joint quantile estimation using KRR, noncrossing projection, and
self-normalized confidence regions.
- Category-specific sub-CDF estimation by marginal isotonic
regression, with optional projected likelihood regularization.
- S3 methods for inspecting, plotting, and predicting fitted
distributions.
- Secure random generation and seeded pseudo-random generation for
simulation.
- Weighted pooled-adjacent-violators algorithm with C and R
implementations.