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dimensio (version 0.9.0)

get_eigenvalues: Get Eigenvalues

Description

Get Eigenvalues

Usage

get_eigenvalues(x)

get_variance(x, ...)

get_distances(x, ...)

get_inertia(x, ...)

# S4 method for MultivariateAnalysis get_distances(x, margin = 1)

# S4 method for MultivariateAnalysis get_eigenvalues(x)

# S4 method for PCOA get_eigenvalues(x)

# S4 method for MultivariateAnalysis get_inertia(x, margin = 1)

# S4 method for MultivariateAnalysis get_variance(x, digits = 2)

Value

  • get_eigenvalues() returns a data.frame with the following columns: eigenvalues, variance (percentage of variance) and cumulative (cumulative percentage of variance).

  • get_variance() returns a numeric vector giving the amount of variance explained by each (principal) component.

  • get_distance()returns a numeric vector of squared distance to the centroid.

  • get_inertia() returns a numeric vector giving the inertia (weighted squared distance to the centroid).

Arguments

x

An object from which to get element(s) (a CA, MCA or PCA object).

...

Currently not used.

margin

A length-one numeric vector giving the subscript which the data will be returned: 1 indicates individuals/rows (the default), 2 indicates variables/columns.

digits

An integer indicating the number of decimal places to be used.

Author

N. Frerebeau

See Also

Other getters: get_contributions(), get_coordinates(), get_data()