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MRS 1.3.2

• Standardized reproducibility seeds across examples, demos, tests, and archived simulation scripts to 12345.
• Consolidated the former standalone examples into three non-redundant, reproducible visual demos. They cover one-dimensional Bayesian FDR, observed-versus-shuffled two-dimensional scans, pooled versus replicate-aware fitting across small, medium, and large replicate counts, both ANDOVA integration methods, baseline effects, and representative multiresolution trees.
• Restored current CRAN metadata and registered all native routines.
• Replaced deprecated Armadillo index-returning max() calls and fixed an uninitialized-variable path in the C++ tree traversal.
• Added input validation that prevents invalid dimensions, labels, bounds, and tuning parameters from reaching the C++ core.
• Restored the version 1.2.6 ANDOVA midpoint-quadrature default; deterministic and randomized compatibility suites now reproduce legacy numerical and tree results.
• Preserved the legacy default sample-space bounds for ordinary data while safely supporting constant and non-positive dimensions.
• Documented posterior sampling, effect-size baselines, numerical integration, and Bayesian-FDR plotting introduced on the development branch.
• Fixed posterior sample matrix shaping and direction probabilities, multidimensional sampling, sampling without a representative tree, Bayesian-FDR matrix indexing, and a Riemann-quadrature second-moment error.
• Kept sampled ANDOVA probabilities inside their valid domain and removed undefined behavior in dyadic bin conversion and region reconstruction.
• Added numerical compatibility, posterior-sampling, invariant, validation, plotting, and native-routine regression tests.
• Removed the unused optimx dependency and replaced the igraph-backed representative-tree renderer with a deterministic base-graphics renderer.
• Added explicit return-value documentation for all exported plotting and print methods, including the meaning of their graphical or printed side effects.

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.
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