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Championship

As explained in Statistics Slam Dunk

A league champion is a team that wins the championship of its professional sports league.

A league champion is a team that wins its professional sports league championship. In NBA analysis, championship status can identify the one title-winning team in each season and separate it from all other teams. section 12.7.2

Championship status supports practical comparisons. Grouping teams by champ shows that the 28 championship-winning teams from 1991 to 2018 had an average salary-distribution Gini coefficient of 0.53, compared with 0.48 for other teams. section 12.7.2

Testing championship differences

A Welch two-sample t-test compared Gini coefficients for champions and other teams. The result was statistically significant (p = 0.006245), with champions showing more unequal salary distributions rather than the expected greater equality. section 12.7.2

How Statistics Slam Dunk covers it

How deep it goes
Defines championship status operationally, compares group means, applies a t-test, and interprets statistical significance.
Examples
Uses 28 champions from 1991–2018 and NBA champions since 2000 to examine salary inequality and roster draft histories.
What you can do after
Evaluate championship-group differences with grouped summaries, Welch t-tests, and boxplots in R.
How it connects
Connects championships with salary distributions, Gini coefficients, t-tests, NBA drafts, and top-five picks.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Statistics Slam Dunk. The section links point to the parts of the book it draws on.