As part of my coursework, I created a stock portfolio inclusive of stocks, indexes and Options for an aggresive risk taker looking to invest $50,000 in the market.
This was a proof of concept project that I did as part of my coursework in Financial Information Systems. The goal was to finalize stocks, indexes and options for a real-life user. I used the following steps to do the analysis:
- Looked at the stock market to identify a portfolio which would suit the requirements. Considered the following aspects when looking at the stocks:
- Diversification
- Correlation between stocks
- Risk associated with each stock
- Added Benefits (Dividends)
- Defined the KPIs for each stock and selected ones with best performance
- Chose an index on similar attributes as described above.
- Decided to put options in place to minimize risk. Looked at the stocks which are most volatile and placed appropriate options after doing a cost benefit analysis.
- After having chosen the stocks, optimized the portfolio weighting for each stock and came up with number of stocks to purchase.
- Computed Maximum Expected Loss using value at risk and expected shortfall models and gave the green light as expected risk was lesser than the marker risk
- Projected potential returns using CAPM Model and by running a monte carlo simulation.
- Calculated total returns based on the investment and presented findings in front of a group of over 100 people.
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