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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.

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.