correlation

package

v1.0.0-alpha Latest Latest Go to latest Published: Feb 18, 2021 License: BSD-3-Clause, MIT Imports: 7 Imported by: 0

Details

Valid go.mod file

The Go module system was introduced in Go 1.11 and is the official dependency management solution for Go.
Redistributable license

Redistributable licenses place minimal restrictions on how software can be used, modified, and redistributed.
Tagged version

Modules with tagged versions give importers more predictable builds.
Stable version

When a project reaches major version v1 it is considered stable.
Learn more about best practices

Repository

github.com/knightjdr/prohits-viz-analysis

Documentation ¶

Overview ¶

Package correlation calculates the correlation between matrices or vectors.

Index ¶

func Kendall(dataX, dataY []float64) float64
func Pearson(x, y []float64) float64
func Spearman(dataX, dataY []float64) float64
type Data
- func (data *Data) Correlate() [][]float64

Constants ¶

This section is empty.

Variables ¶

This section is empty.

Functions ¶

func Kendall ¶

func Kendall(dataX, dataY []float64) float64

Kendall performs correlation using the Kendall statistic. Modified from https://github.com/scipy/scipy/blob/v1.4.1/scipy/stats/stats.py#L3974-L4169

func Pearson ¶

func Pearson(x, y []float64) float64

Pearson performs correlation using the Pearson statistic.

func Spearman ¶

func Spearman(dataX, dataY []float64) float64

Spearman performs correlation using the Pearson statistic. For tied ranks, the average method is used. Modified from https://github.com/scipy/scipy/blob/v0.14.0/scipy/stats/stats.py#L2608

Types ¶

type Data ¶

type Data struct {
	Columns                   []string
	Dimension                 string // Either "column" or "row" (default).
	IgnoreSourceTargetMatches bool
	Matrix                    [][]float64
	Method                    string
	Rows                      []string
}

Data correlation settings.

func (*Data) Correlate ¶

func (data *Data) Correlate() [][]float64

Correlate calculates the correlation between the columns or rows.

Source Files ¶

View all Source files

?	: This menu
/	: Search site
f or F	: Jump to
y or Y	: Canonical URL