i think i will analysis in two ways. One is from statistic to analysis how profitable a company in the PAST. Second way is analyst based on one company's enterprise culture, a reliable and proven management system to estimate one company's FUTURE.
In terms of holding a long-term share, i think mindset plays a huge role. If you don't want to hold 10 years, it's better not to step into stock market.