Lecture 9 Flashcards
Technical Analysis
Set of techniques (Quantitative and qualitative) for deriving forecasts of financial prices exclusively by analysing the history of the particular price and transaction volume. Assumes price developments display regular, recurring patterns
Moving Average Rules
Compare MA index to the closing price of day t: If closing price crosses MA_t(q) from below, we buy
(long position) and vice versa
Relative Strength Index (RSI)
Designed to indicate that price movements in a particular direction have recently been too rapid and that a correction in the opposite direction is imminent
- Simplest case: Asset overbought if RSI>80 and oversold in RSI <20
Transaction Costs
- Contribute significantly on the final profit, especially when the rule triggers a high frequency of trading
- Breakeven point: Amount of transaction cost (in %) making the return vanished
Varying Parameters
MA_t(q): x% above it for d days, take long position until closing day prices moves down to at least x% below it and remain for d days, take short position and vice versa
Pairs trading
Find two stocks with similar price movements. When they spread apart, short the winner and buy the loser. Eventually they will converge
Profitability Debate
Market may be irrational and technical analysis might exploit this.
There’s no economic fundamental support for such profitability.
Qualitative Technical Analysis
Technical analysis has survived because of its visual mode of analysis is more conducive to human cognition. Humans also have better pattern recognition than computers
Recent Developments
Conventional neural network can find profitable patterns for candle-stick charts
Investment Funds
Financial intermediaries that use investor funds to invest in a wide range of securities and other assets
Mutual Funds
- Open to all investors
- Public knows portfolio
- Active mutual funds aim to beat the market
- Active managed funds usually have a higher fee
- Studies suggest active equity funds don’t out perform the market. Good performance not persistent, bad performance is. Avoid investing in these by using past performance.
Mutual Fund Share Price
- MF shares can only be bought or sold at the end of the day
- Net Asset Value (NAV)= (market value of assets minus liabilities)/ number of shares outstanding
Exchange Traded Funds (ETFs)
Offshoots of mutual funds that allow investors to trade index portfolios just as they do shares of stock
- ETFs have grown rapidly
Mutual Fund Market Share
Despite growth of ETFs, the mutual funds still dominate the market
Hedge Funds
- Investors buy shares in funds, which invest assets on their behalf
- Public don’t know the fund’s portfolio
- Investors invest a minimum $500k
- Hedge funds invest in a wider range of asset than mutual funds. Can use leverage
- Different fee structure, have an incentive fee of 20%
- Generally provide higher returns