From Stock Portfolios to Commodity Risk Management in Arabica Coffee Futures Target Stock & Benchmark: General Electric (GE) | Market Index: Dow Jones Industrial Average (DJI) Peer Group Stocks: GOOGL (Tech), PFE (Health), PG (Staples), TGT (Retail) Dataset Horizon: 81 Quarters (2004-12-31 to 2024-12-31) Executive Summary This reflection paper presents a comprehensive quantitative framework spanning linear factor regression, multicollinearity diagnostics, principal component analysis (PCA), and … Continue reading Econometric Modeling & Quantitative Risk Analysis

here World Quant University (WQU)’s Financial Engineering Programme, my thoughts about the Course after 1 year. Continue reading

Introduction Financial regulation plays a vital role in maintaining the integrity, stability, and fairness of global financial systems. Different jurisdictions have adopted distinct models of regulation, shaped by historical events, market structure, and national priorities. This paper provides a detailed comparative analysis of the regulatory frameworks of Australia, the United Kingdom (UK), and the United States (US), focusing on the structure, effectiveness, and implications for … Continue reading Comparative Analysis of Financial Regulatory Models: Australia, UK, and US

Definitions of Kho Chứng Khoán, Đánh Kho, and Vay Kho Kho Chứng Khoán (Stock “Warehouse”): In Vietnam’s market slang, “kho chứng khoán” refers to an unofficial stock warehouse service – essentially a shadow margin lending and stock lending facility. It allows investors to obtain leverage beyond the limits of regulated margin trading, or to borrow stocks for short-selling, through a separate pool of funds or … Continue reading Understanding Kho Chứng Khoán, Đánh Kho, and Vay Kho in Vietnam’s Brokerage Context

Commodity futures trading platforms generate massive streams of data and require split-second decisions. Apache Kafka has emerged as a de facto standard for building these real-time systems, offering a robust, scalable, and low-latency event streaming platform (Apache Kafka in the Financial Services Industry | meshIQ Blog) (Switching to Protobuf (from Avro) on Kafka | Clear Street — Modernizing the brokerage ecosystem). In fact, major exchanges … Continue reading Apache Kafka in Commodity Futures Trading: A Real-Time Streaming Guide