Changes in version 1.1.0 (2026-04-30) Fixes - Re-work of the Rcpp file: optimization and thread-safe RNG with openMP. - Update of the documentation Changes in version 1.0.7 (2025-11-21) Fixes - Changed "alpha" to "quant", which is more appropriate as we compute the studentized residuals for the (requested) quantile 'quant' at level $\alpha$ Changes in version 1.0.6 (2025-11-15) Fixes - Fixed a bug that used the 'full' (i.e. with 'NA' values) design matrix instead of the 'cleaned' version (i.e. without 'NA' values) for the threshold estimation - Changed the maintainer from Guillaume Saulière to Geoffroy Berthelot and updated ORCID info. - Corrected the description (help) of the devianlm_stats() function. Changes in version 1.0.5 (2025-11-10) Fixes - Fixed a bug that prevented the propagation of 'alpha', 'n_sims', and 'n_threads' parameters when using the devianlm_stats() function - Fixed a bug related to the threshold: the user's design matrix is used for the threshold estimation, while a different design matrix is used for the estimation of the studentized residuals (with an Added column of '1'). This is corrected according to the package's documentation: the user has to specify the complete design matrix. Changes in version 1.0.4 (2025-10-05) Fixes - Fixed open-mp library specific check ERRORs on r-release-macos-x86_64 and r-oldrel-macos-x86_64. - The documentation now states that the intercept must be explicitly added to the model design, if necessary. Changes in version 1.0.3 (2025-09-24) Fixes - Fixed installation failure on CRAN systems without OpenMP support by adding proper compiler flags and safe fallbacks in the C++ code. - Package now compiles and loads correctly on Linux, macOS, and Windows in CRAN test environments. Other - Internal code cleanup in src/ and DESCRIPTION for CRAN compliance. - Updated examples in documentation to reduce runtime on CRAN checks. Documentation - Added bibliographic reference to the methodology in DESCRIPTION.