How deeply does Statistics Slam Dunk cover salary?

Treats salary as a dataset variable, then covers selection, summary statistics, duplicate checks, missing teams, and seasonal filtering.

Salary

As explained in Statistics Slam Dunk

A player salary is the monetary compensation paid by a sports team to an individual player, typically stated as an annual amount.

A player salary is the monetary compensation paid by a sports team to an individual player, usually stated as an annual amount. In roster planning, salaries become a budget variable: a team may need to keep total annual salaries below a fixed limit while satisfying roster and age requirements. section 4.6

Salary data supports several practical analytical tasks:

Compare player compensation across seasons, teams, or roster positions. section 12.3 section 12.4
Check whether a proposed roster stays within a $90 million collective salary limit. section 4.6
Prepare salary records for inequality analysis by removing unused fields, checking missing teams, and excluding sparse early seasons. section 12.4

Evaluating a free-agent budget

A fictional NBA team is choosing five free agents: one point guard, shooting guard, center, power forward, and small forward. The selected players' annual salaries must total no more than $90 million, while their average age must be 30 or less. A salary table includes player names, ages, positions, annual salaries, and win shares, making the budget a concrete roster-building calculation. section 4.6

How Statistics Slam Dunk covers it

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Related concepts

read_csvproduced by · read_csv is a function that parses comma-separated or otherwise delimited text into a tabular data structure.
dim() functionmeasured by · The dim() function returns the dimensions of an R object, such as the number of rows and columns in a data frame.
constraintused by · A constraint is a condition or rule that restricts the permissible states, values, actions, or solutions in a system or problem.
select() functionused by · The select() function is a dplyr function that selects or deselects data-frame columns by name, position, or selection expression.
full-time employeeconfigured by · A full-time employee is a worker employed in a role designated by the employer as full-time.

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.