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.