Albert Steppi
Albert Steppi (@steppi) is a Senior Software Engineer at Quansight Labs. He earned a PhD in Statistics from Florida State University in 2018. Albert has been a maintainer of the SciPy library since 2021.
Session
07-11
13:30
240min
Resampling and Monte Carlo Methods in SciPy.stats
Matt Haberland, Albert Steppi
Resampling and Monte Carlo statistical techniques are surprisingly intuitive, and they are often more flexible and accurate than their better-known analytical counterparts. In this tutorial, participants will develop their intuitive understanding of frequentist statistics and apply it using three functions in scipy.stats
- monte_carlo_test
, permutation_test
, and bootstrap
- to dramatically expand the statistical analyses they can perform with the SciPy Library.
Tutorials
Classroom 202