Portfolio Theory (Lesson 2) Flashcards
What is standard deviation
- measure of risk and variability of returns
- measure of total risk
- determines total risk of an undiversified portfolio
What does a higher standard deviation mean
- higher the riskiness of the investment
What is the percent of +- 1, +- 2, +- 3 standard deviations
- 68%, 95%, 99%
How do you find expected return using probability
- Multiply expected return times probability of return and add them together
What does the Coefficient of Variation tell you
- which investment has more relative risk when investments have different average returns
- probability of experiencing a return close to the average return
- Lower the better
What is the formula for coefficient of variation
CV= Standard deviation/ Mean Return
When is normal distribution appropriate
- if an investor is considering a range of investment returns
- 68%, 95%, 99%
What is lognormal distriubtion
- not a normal distribution
- Appropriate if an investor is considering a dollar amount or portfolio value at a point in time
What is skewness
- refers to a normal distribution curve shifted to the left or right of the mean return
- Commodity returns tend to be skewed
With positive skewness mode, median, and mean are to the
left
With negative skewness mode, median, and mean are to the
right
What is kurtosis
- refers to variation of returns
- if there is a little variation of returns there is a high peak (Treasuries) and positive kurtosis
- if returns are widely dispersed the peak of the curve will be low and have a negative kurtosis
What is Leptokurtic kurtosis
- high peak and fat tails (higher chance of extreme events)
What is Platykurtic kurtosis
- Low peak and thin tails (lower chance of extreme events)
What is mean variance optimization
- process of adding risky securities to a portfolio but keeping the expected return the same
- combining asset classes that provide the lowest variance as measured by standard deviation
What are some characteristics of Monte Carlo Simulation
- spreadsheet simulation that gives a probabilistic distribution of events occurring
- Monte Carlo simulation then adjusts assumptions and returns the probability of an event occurring depending upon the assumption
What is covariance
- the measure of two securities combined and their interactive risk
- How price movements between two securities are related to each other
What does Covariance measure
- Relative risk
Is the formula for Correlation of coefficient on the board sheet
- No but it is the just the covariance formula rearranged to solve for P
What type of measurement is correlation of coefficient
- relative measurement
What does a correlation of +1 mean
- denotes that two assets are perfectly correlated
What does a correlation of 0 mean
- denotes that two assets are completely uncorrelated
What does a correlation of -1 mean
- denotes that two assets are perfectly negatively correlated
When do diversification benefits begin for correlation
less than 1
What is beta a measure of
- Measure of an individual securities volatility relative to that of the market
- Best used to measure the volatility of a diversified portfolio
What type of risk does beta measure systemic or unsystematic
- Systematic
- Greater the beta the greater the systematic risk
What does a beta of 1 mean
- expected to mirror the market terms of direction, return, and fluctuation
Beta can be calculated by the formula on the board sheet or
- dividing the security risk premium by the market risk premium
Which does beta or standard deviation measure risk of a non diversified portfolio
- Standard deviation
What is Coefficient of Determination or R2
- measure of how much return is due to the market or what percentage of a securities return is due to the market
How do you calculate Coefficient of Determination
- by squaring the correlation of coefficient
What does r2 give the investor insight to
- how well diversified a portfolio is because the higher the r2 the higher the percentage of return from the market (systematic risk) and less from unsystematic risk
What does the r2 have to be greater than in order for beta to be reliable
0.70
How can the risk of a portfolio be measured
- through determination of the interactivity of the standard deviation and covariance of securities in the portfolio
What is systematic risk
- the lowest level of risk one could expect in a fully diversified portfolio
- Nondiversifiable
- market risk
- economy based risk