Taiwan
The purpose of this study is to model the factor stock selection investment strategy. Five indicators were selected for discussion in the financial reports and three investment models were established: single-factor model, equal-weighted two-factor model, and different-weighted two-factor model. In the single-factor portfolio, each factor is independently backtested and compared, and PB is the best factor indicator. The sample pool is filtered by market value and re-tested to get better annualized return and risk value. In the two-factor equal weighting model, the study combines two of the five factor indicators into a total of 10 combinations and optimizes for the investment cycle by switching to one-day trading after the release of the quarterly report and eliminating the worse-performing factor, EPS. the optimal combination for the optimized single-factor model is ROE, and the best combination for the optimized two-factor model is ROE + PB. In the two-factor model with different weights, we use the bisection method to find the best weighting, and after backtesting, the best annualized return combination is ROA+PB with a weighting of 2:3, and the annualized return is as high as 29.70%, which is the best stock picking model for this research.