NEWS
ldpdist 0.1.0 (2026-10-13)
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.