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Thursday, May 30
Statistical Modeling in Python
Thu, May 30, 4:00 PM - 5:35 PM
Regency Ballroom EF

Linear Modeling in Python with SALMON (306312)

*Alex Boyd, University of California, Irvine 

Keywords: linear models, model building, model visualization, python, library

This presentation introduces the Python package SALMON - an object oriented linear modeling library. Although there are a few options for fitting linear models in Python, none of them match the flexibility or ease of use that R's modeling toolkit provides. SALMON aims to fill this gap by providing an intuitive, object based, linear model building environment. Furthermore, the package takes advantage of this internal model representation and provides automatic visualizations to build intuition and to check assumptions.