``` usage: es [-m] [-d {laplace,student_t,logistic,normal}] [-p PERCENTILE] [-h] ``` Provides Expected Shortfall (short: ES) of the selected stock. ``` optional arguments: -m, --mean If one should use the mean of the stocks return (default: False) -d {laplace,student_t,logistic,normal}, --dist {laplace,student_t,logistic,normal}, --distributions {laplace,student_t,logistic,normal} Distribution used for the calculations (default: normal) -p PERCENTILE, --percentile PERCENTILE Percentile used for ES calculations, for example input 99.9 equals a 99.9 Percent Expected Shortfall (default: 99.9) -h, --help show this help message (default: False) ``` Example: ``` 2022 Feb 25, 06:50 (✨) /stocks/qa/ $ es TSLA Expected Shortfall ┏━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━┓ ┃ ┃ ES: ┃ Historical ES: ┃ ┡━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━┩ │ 90.0% │ -0.0752 │ -0.0705 │ ├───────┼─────────┼────────────────┤ │ 95.0% │ -0.0885 │ -0.0932 │ ├───────┼─────────┼────────────────┤ │ 99.0% │ -0.1144 │ -0.1561 │ ├───────┼─────────┼────────────────┤ │ 99.9% │ -0.1444 │ -0.2106 │ └───────┴─────────┴────────────────┘ ```