Automated Residual Plot Assessment With the R Package autovi and the Shiny Application autovi.web

Collection of arXiv submissions (24 Jun 2026) covering methods and tool releases across statistics and machine learning. Key items include: autovi (R package + Shiny) for automated residual-plot assessment via computer vision; analyses of proper scoring rules and model-selection criteria for time-series; the “degeneracy distillery” for detecting/resolving parameter degeneracies via Fisher information; a multi-model evaluation of federated survival analysis on heterogeneous breast-cancer data (FedAvg/FedProx/FedAdam vs centralized/local); a robust SAEM approach for state-space radio-interferom­