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mgcvUI 0.1.0 — Interactive GAM Builder Initial release of mgcvUI, a Shiny application for building, diagnosing, and reporting Generalized Additive Models (GAMs) via Simon Wood's mgcv package. Features Three purpose modes: General, For Appraisal, and Market Area Analysis earthUI pipeline: Import knot positions from earth/MARS models to seed GAM smooth terms — bridging exploratory and confirmatory modelling Interactive smooth plots: Plotly partial effect curves with confidence ribbons, slope tooltips, and earth knot markers 13 result tabs: Data, Equation, Summary, Variable Importance, Contribution, Correlation, Diagnostics, RCA Adjustments, ANOVA, Mgcv Output, Sign Check, Concurvity, Basis Check Real estate appraisal tools: CQA scoring, RCA adjustments, Sales Comparison Grid (formatted Excel workbook) Reports: Word, PDF, and HTML with all model diagnostics and smooth plots Code export: Standalone R, Python, C++, and SQLite lookup tables for deploying GAM predictions without mgcv 30+ country locale support: CSV separators, decimal marks, number formatting, paper sizes Settings persistence: SQLite database stores per-file configurations across sessions Nord theme: Light and dark modes Companion Packages mgcvUI is designed to work alongside https://github.com/wcraytor/earthUI and https://github.com/wcraytor/glmnetUI. All three share the same data format, special column types, RCA workflow, and demo dataset.