We use paired sample on the basic of size and book-to-market equity and random sample to choose Japanese and US stocks to compare with Taiwanese stocks individually. We find that other reasons that influence stock returns in addition to size and book-to-market equity. Besides, we also find that some characteristics of Taiwan stock market exist certainly, and this characteristics are not fewer samples in the market.