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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.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.