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.