Private company valuations differ from public firms due to limited data transparency and accounting flexibility, without strict GAAP regulations. Various valuation methods such as discounted cash flow, comparable company analysis, and qualitative considerations play a significant role in estimating their worth. The dynamic nature of private equity investment allows firms to optimize returns by timing acquisitions and exits based on market conditions and operational improvements.