Kelly Criterion
The Kelly criterion is a mathematical formula that determines the optimal fraction of capital to risk on a bet or trade, maximizing long-term geometric growth while managing the risk of ruin.
Essential concepts for quant trading, research, and interviews — explained clearly.
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The Kelly criterion is a mathematical formula that determines the optimal fraction of capital to risk on a bet or trade, maximizing long-term geometric growth while managing the risk of ruin.
The Sharpe ratio measures risk-adjusted return by dividing a portfolio's excess return over the risk-free rate by its standard deviation, making it the gold standard for comparing strategy performance.
Value at Risk (VaR) estimates the maximum expected loss of a portfolio over a specified time period at a given confidence level, serving as a standard risk measure across the financial industry.
Alpha represents the excess return a portfolio generates above its benchmark (a measure of skill), while beta measures the portfolio's sensitivity to market movements (systematic risk exposure).
Maximum drawdown measures the largest peak-to-trough decline in portfolio value, representing the worst-case loss a strategy has experienced and a key metric for evaluating downside risk.
Factor investing is a systematic investment approach that targets specific characteristics (factors) — such as value, momentum, size, and quality — believed to drive returns across asset classes.
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