CorrelationsWithSignificance: 'CorrelationsWithSignificance'

In NumbersInternational/flipStatistics: Computes standard statistics (e.g., mean, standard deviation.)

CorrelationsWithSignificance

Description

Computes correlations with significance from zero.

Usage

CorrelationsWithSignificance(data, weights, spearman = FALSE)

Arguments

data	A numeric data frame
weights	A vector of weights
spearman	Whether to compute Spearman correlations instead of Pearson correlations.

Value

A list with four elements

• correlation A numeric correlation matrix of (possibly weighted) correlations computed on the input data.frame

• standard.errors A numeric matrix with the standard errors of the computed correlations above

• statistics A numeric matrix of the t-stastiscs computed based on the correlation and standard errors above

• p.values A numeric matrix of p-values computed based on the t-statistics and df computed from the number of values used in the correlation calculation

NumbersInternational/flipStatistics documentation built on April 12, 2024, 9:25 a.m.