You can calculate the cost of equity using the Capital Asset Pricing model or CAPM.
The formula is:
Cost of equity= Rf+B(Rm-Rf)
Rf= the return of the risk free assets (treasury bills etc)
Rm= is the return of the market (usually a stock market index such as SP500 or FTSE)