Mathematics is a critical tool in investing, helping investors analyze opportunities, evaluate risks, and make informed decisions. Here's a detailed overview of how math is applied in investing:
Measures the percentage change in an investment’s value over a period.
Annualized Return
Formula:
[
{Annualized Return} = \left(1 + {Total Return}\right)^{\frac{1}{n}} - 1
]
Where ( n ) = Number of years.
Normalizes returns across different time frames for comparison.
Compound Annual Growth Rate (CAGR)
Formula:
[
{CAGR} = \left(\frac{{Final Value}} / {{Initial Value}}\right)^{\frac{1}{n}} - 1
]
Evaluates how much investors are willing to pay for each dollar of earnings.
Price-to-Book (P/B) Ratio
Formula:
[
{P/B Ratio} = \frac{{Market Price Per Share}} / {{Book Value Per Share}}
]
Compares a stock’s market value to its book value.
Dividend Yield
Formula:
[
{Dividend Yield (\%)} = \frac{{Annual Dividends Per Share}} / {{Current Market Price}} * 100
]
Indicates the degree of variation in returns; higher values suggest greater risk.
Beta Coefficient
Formula:
[
\beta = \frac{{Covariance (Stock, Market)}} / {{Variance (Market)}}
]
Measures a stock’s sensitivity to overall market movements.
Value at Risk (VaR)
Formula:
[
{VaR} = {Initial Investment} * {Expected Loss} * {Probability of Loss}
]
Determines the portfolio’s overall return based on asset allocations.
Sharpe Ratio
Formula:
[
{Sharpe Ratio} = \frac{{Portfolio Return} - {Risk-Free Rate}} / {{Portfolio Standard Deviation}}
]
Evaluates risk-adjusted returns.
Modern Portfolio Theory (MPT)
Maximizes return for a given risk level or minimizes risk for a given return.
[
{Portfolio Variance} = \sum_{i=1}^N \sum_{j=1}^N w_i w_j \sigma_i \sigma_j \rho_{i,j}
]
Where ( \rho_{i,j} ) is the correlation coefficient between assets ( i ) and ( j ).
Calculates the value of future cash flows in today’s terms.
Future Value (FV)
Formula:
[
FV = PV * (1 + r)^n
]
Current Yield
Formula:
[
{Current Yield (\%)} = \frac{{Annual Coupon Payment}} / {{Current Market Price}} * 100
]
Yield to Maturity (YTM)
The internal rate of return (IRR) for a bond, accounting for coupon payments and the difference between purchase price and par value.
Indicates how much debt is used relative to equity.
Margin Requirement
Formula:
[
{Margin Requirement} = \frac{{Loan Amount}} / {{Total Investment Value}} * 100
]
Probability of Success
Calculations assess the likelihood of achieving a specific return, often using historical data or Monte Carlo simulations.
Correlation Coefficient
Formula:
[
{Correlation (r)} = \frac{{Covariance (X, Y)}}{\sigma_X \sigma_Y}
]
EMA: Gives more weight to recent prices.
Relative Strength Index (RSI)
Formula:
[
RSI = 100 - \frac{100}{1 + \frac{{Average Gain}} / {{Average Loss}}}
]
Mathematics equips investors with the tools to analyze opportunities, optimize portfolios, and manage risks effectively.