# 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.
