compute_archetypes: Archetypal Analysis

In znmeb/dfstools: Tidy Data Analytics from Sports Data APIs

Description

perform an "archetypal athletes" analysis

Usage

compute_archetypes(player_totals, player_labels, num_archetypes = 3)

Arguments

player_totals	a tibble of the values to use for archetypal analysis. The first column must be the player name, which must match the player name in the player_labels. The archetypes will be sorted on the second columns.
player_labels	a tibble with the labels (player and team names, positions, etc.). They may overlap with the totals. The leftmost column must be the player name, which must match the player name in player_totals..
num_archetypes	number of archetypes to use (default 3)

Value

a list of

• archetype_parameters the parameters that define each archetype

• player_alphas the players tagged with their loadings on each archetype

• archetype_model the model object

znmeb/dfstools documentation built on March 3, 2020, 5:50 p.m.