Month: 2025-05 performance summary for HWTeng-Teaching/202502-Financial-Econometrics. Focused on delivering a robust econometric analysis capability and solid testing scaffolding to improve data-driven decision making and QA readiness. Key features delivered: - Econometric Analysis Framework (Mroz/CAPM IV regressions and panel data models): data loading, preprocessing, correlation analysis, instrumental variable regressions, robust standard errors, bootstrapping, and panel data modeling (random effects, LM tests, Hausman) with data cleaning and multicollinearity checks. - Commits: e025c5ddfd60107421ff6893f48c33594a78fa34; fb9d8d5ae3e4888091c9f4f9d20ec3ac95728e35 - Test scaffolding and reference assets for HW0428/HW0505: adds placeholder tests and a reference PDF asset to enable future test development and documentation. - Commits: a6367eb2b05de2a4489257714a1e46a8031781ab; 1172a0214e225ad9f816d4727e81b333387daba6; ea6e3bf9ae3de9567f14f56fb4d7b0ce415a98a7; 8b5b8eca7569586e13d56e98d1f1c2d1ec0535e8 Major bugs fixed: - None reported this month. Overall impact and accomplishments: - Established end-to-end econometric capabilities in R, enabling rapid, reproducible analysis of Mroz and CAPM models with rigorous data quality checks. - Created a scalable testing and documentation foundation to accelerate QA, onboarding, and future feature development. Technologies/skills demonstrated: - R-based econometrics, data loading and preprocessing pipelines, IV regression techniques, robust standard errors, bootstrapping, and panel data methods (random effects, LM tests, Hausman). - Test scaffolding, documentation assets, and asset management to support maintainability and reproducibility. - Strong emphasis on data cleaning, multicollinearity checks, and reproducible workflows to drive reliable business insights.

Monthly work summary for 2025-04 focusing on delivering core econometrics tooling and course-material scaffolding for the Financial Econometrics teaching repo, with an emphasis on business value and reproducible workflows.

March 2025 — Delivered core econometric analytics capabilities and repository improvements for HWTeng-Teaching/202502-Financial-Econometrics. Key features include the Econometric Analysis Suite (CAPM analysis for finance, house price models, expenditure and wage regressions, and pricing studies) and Motel Occupancy Analytics with visualization, regression modeling, confidence intervals, hypothesis testing, and residual analysis. Documentation and housekeeping updates were completed to improve maintainability and onboarding, including README enhancements and placeholder/no-op commits.

February 2025 monthly summary for HWTeng-Teaching/202502-Financial-Econometrics. The primary focus this month was enhancing project documentation to support onboarding, knowledge transfer, and long-term maintainability. There were no reported major feature code changes; the effort centered on establishing a solid documentation baseline and improving project discoverability.

December 2024 monthly summary for HWTeng-Teaching/202409-ML-FinTech: Delivered updated portfolio growth assets and a new ExxonMobil stock analysis notebook, strengthening data availability, analytics capabilities, and decision support. No explicit bug fixes were logged in this period; focus was on asset refresh, data provisioning, and visualization capabilities.

Monthly summary for 2024-11 (HWTeng-Teaching/202409-ML-FinTech): Focused on refreshing ML course content, improving repository maintainability, and laying groundwork for future testing. Delivered updated materials and notebooks, cleaned obsolete artifacts, and added placeholder hooks to streamline ongoing work.

2024-10 Monthly Summary: Focused on establishing a solid foundation for the ML/FinTech prototype in HWTeng-Teaching/202409-ML-FinTech, setting up scaffolding and notebooks to enable rapid experimentation and future feature development.