--- title: kurtosis description: This page discusses the concept of kurtosis. It provides detailed insights on its functioning, importance, and usage with the help of Python code. keywords: - kurtosis - probability distribution - tailedness - real-valued random variable - shape - theoretical distribution - population sample - Python code - parameters - n_window - window length --- import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; Kurtosis is a measure of the "tailedness" of the probability distribution of a real-valued random variable. Like skewness, kurtosis describes the shape of a probability distribution and there are different ways of quantifying it for a theoretical distribution and corresponding ways of estimating it from a sample from a population. Different measures of kurtosis may have different interpretations. ### Usage ```python kurtosis [-w N_WINDOW] ``` --- ## Parameters | Name | Description | Default | Optional | Choices | | ---- | ----------- | ------- | -------- | ------- | | n_window | window length | 14 | True | range(5, 100) | ![kurtosis](https://user-images.githubusercontent.com/46355364/154307174-68671146-9551-4c2f-a179-db1d4b20b992.png) ---