geodalib / core/src / standardizeMAD

Function: standardizeMAD()

standardizeMAD(data): Promise<number[]>

Defined in: core/src/data/mad.ts:19

Standardizes data using Mean Absolute Deviation (MAD) normalization.

For each valid data point, applies the transformation: (x - mean) / mad

Parameters

data

The numeric values to be standardized

number[] | Float32Array<ArrayBufferLike>

Returns

Promise<number[]>

The standardized data using MAD normalization

Example

const data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
const standardized = await standardizeMAD(data);
console.log(standardized);