Quantifying a Dividend Yield Stock Strategy and Its Development Workflow

Summary

The document turns a past trading approach into a simple stock selection and exit rule. It selects the ten stocks with the highest dividend yields over the previous three years, buys them immediately, and sells one month after a dividend payment if the yield remains above 4%. It also lists a broad sequence for developing a quantitative strategy: define its principle, break it into components, find data and factors, then deploy, backtest, paper trade, and move to live trading.

The document provides the rules as an exercise response, but gives no performance evidence, data definitions, or implementation details. In particular, it does not specify how to calculate dividend yield, when to rebalance, how to handle unavailable or changing dividend data, or how to size positions. The development sequence is a high-level outline and does not explain validation, transaction costs, risk controls, or criteria for progressing between stages.

Key ideas

• The selection rule ranks stocks by dividend yield over the prior three years and takes the top ten.
• The proposed entry is an immediate purchase of each selected stock.
• The exit condition is a dividend payment followed by one month in which yield remains above 4%.
• The stated development workflow moves from defining and decomposing a strategy to data, factors, deployment, backtesting, simulation, and live trading.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.