archetype_search: Archetype Search

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

Description

stepwise search of archetype counts

Usage

archetype_search(
  player_totals,
  player_labels,
  num_steps = 1:5,
  nrep = 4,
  verbose = FALSE
)

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_steps	number of steps to use (default 1:5)
nrep	number of repetitions at each step (default 4)
verbose	should the search be verbose? (default FALSE)

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 - the bestModel with num_steps archetypes

• all of the models

znmeb/tidysportsfeeds documentation built on Feb. 27, 2020, 10:17 p.m.