Kurtosis
📈 Investing
Quick Definition
Kurtosis is a statistical measure that describes the shape of a distribution's tails in relation to its overall shape, indicating the likelihood of extreme outcomes.
Formula
Kurtosis = \sum ((X_i - \mu)^4) / (n * \sigma^4)
Examples
- 1In stock market analysis, a high kurtosis of the return distribution suggests a higher risk of extreme price movements.
- 2In risk management, assessing the kurtosis of asset returns helps in understanding the potential for outlier events beyond the standard deviations.
- 3In portfolio construction, a financial analyst might look for assets with lower kurtosis to ensure a more predictable performance with fewer extreme outliers.
- 4In economic data analysis, observing the kurtosis of GDP growth rates can indicate the stability or volatility of economic conditions over time.
Tags
statisticsrisk-analysisinvestment-strategyfinancial-modelingdata-analysis
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Quick Info
Category:Investing
Difficulty:intermediate
Last Updated:6/20/2025