Whenever an investor decides about his wealth allocation, investment return (expected return) and risk are considered. In financial practice the concept of forming an optimal portfolio has become popular in the last 50 years and this thesis researches how to form one with combination of two or three risky assets traded on German market. Specifically, the forming of optimal portfolios is done with combination of three securities: BASF, Deutsche Bank and Siemens and the market index DAX serve as market portfolio. Analysis is made with respect to various types of investors, primarily according to their risk aversion. The classical part of portfolio analysis relies on Modern Portfolio Theory and measures risk through volatility (variance and co...