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readme.md

Data Results

Objectives

How to analyze the distributions in your data with scatterplots and histograms
How to use data relationships to get results
Interepretation of statsmodels coefficient tables

Activities

Before

Please be comfortable with pandas as we'll primarily be using that alongside introducing new libraries today

During

Lab Today

Additonal Resources

Reading coefficient tables, 1 For R, but the stats are still the same as statsmodels.
Reading coefficient tables, 2 A different approach to reading the lm output. Also for R, but just as useful.
Understanding ANOVA A visual way to understand ANOVA tables and the F-test.
F-Test Another video of the above, presented in a different fashion
Statistical Distributions Introduction to other distributions