stdlib-js/stats-base

Standard library base statistical functions.

JavaScript

Apache License 2.0

This project provides fundamental statistical functions for JavaScript, including cumulative operations, variance,

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Support the dependencies of stdlib-js/stats-base

stdlib-js/stats-base-cumax

Calculate the cumulative maximum of a strided array.

stdlib-js/stats-base-cumaxabs

Calculate the cumulative maximum absolute value of a strided array.

stdlib-js/stats-base-cumin

Calculate the cumulative minimum of a strided array.

stdlib-js/stats-base-cuminabs

Calculate the cumulative minimum absolute value of a strided array.

stdlib-js/stats-base-dists

Base (i.e., lower-level) probability distributions.

stdlib-js/stats-base-ndarray

Base ndarray statistical functions.

stdlib-js/stats-base-sdsnanmean

Calculate the arithmetic mean of a single-precision floating-point strided array, ignoring NaN values and using extended accumulation.

stdlib-js/stats-base-snanstdev

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values.

stdlib-js/stats-base-snanstdevch

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values and using a one-pass trial mean algorithm.

stdlib-js/stats-base-snanstdevpn

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values and using a two-pass algorithm.

stdlib-js/stats-base-snanstdevtk

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values and using a one-pass textbook algorithm.

stdlib-js/stats-base-snanstdevwd

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values and using Welford's algorithm.

stdlib-js/stats-base-snanstdevyc

Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN values and using a one-pass algorithm proposed by Youngs and Cramer.

stdlib-js/stats-base-snanvariance

Calculate the variance of a single-precision floating-point strided array ignoring NaN values.

stdlib-js/stats-base-snanvariancech

Calculate the variance of a single-precision floating-point strided array ignoring NaN values and using a one-pass trial mean algorithm.

stdlib-js/stats-base-snanvariancepn

Calculate the variance of a single-precision floating-point strided array ignoring NaN values and using a two-pass algorithm.

stdlib-js/stats-base-snanvariancetk

Calculate the variance of a single-precision floating-point strided array ignoring NaN values and using a one-pass textbook algorithm.

stdlib-js/stats-base-snanvariancewd

Calculate the variance of a single-precision floating-point strided array ignoring NaN values and using Welford's algorithm.

stdlib-js/stats-base-snanvarianceyc

Calculate the variance of a single-precision floating-point strided array ignoring NaN values and using a one-pass algorithm proposed by Youngs and Cramer.

stdlib-js/stats-strided-dmeankbn2

Calculate the arithmetic mean of a double-precision floating-point strided array using a second-order iterative Kahan–Babuška algorithm.

stdlib-js/stats-strided-dmeanli

Calculate the arithmetic mean of a double-precision floating-point strided array using a one-pass trial mean algorithm.

stdlib-js/stats-strided-dmeanlipw

Calculate the arithmetic mean of a double-precision floating-point strided array using a one-pass trial mean algorithm with pairwise summation.

stdlib-js/stats-strided-dmeanors

Calculate the arithmetic mean of a double-precision floating-point strided array using ordinary recursive summation.

stdlib-js/stats-strided-dmeanpw

Calculate the arithmetic mean of a double-precision floating-point strided array using pairwise summation.

stdlib-js/stats-strided-dmeanwd

Calculate the arithmetic mean of a double-precision floating-point strided array using Welford's algorithm.

stdlib-js/stats-strided-dmediansorted

Calculate the median value of a sorted double-precision floating-point strided array.

stdlib-js/stats-strided-dmidrange

Calculate the mid-range of a double-precision floating-point strided array.

stdlib-js/stats-strided-dmin

Calculate the minimum value of a double-precision floating-point strided array.

stdlib-js/stats-strided-dminabs

Calculate the minimum absolute value of a double-precision floating-point strided array.

stdlib-js/stats-strided-dminsorted

Calculate the minimum value of a sorted double-precision floating-point strided array.

stdlib-js/stats-strided-dnanmax

Calculate the maximum value of a double-precision floating-point strided array, ignoring NaN values.

stdlib-js/stats-strided-dnanmaxabs

Calculate the maximum absolute value of a double-precision floating-point strided array, ignoring NaN values.

stdlib-js/utils-define-read-only-property

Define a read-only property.

stdlib-js/array-base-arraylike2object

Convert an array-like object to an object likely to have the same "shape".

stdlib-js/array-base-assert-contains

Test if an array contains a provided search value.

stdlib-js/array-base-join

Return a string created by joining array elements using a specified separator.

stdlib-js/array-base-linspace

Generate a linearly spaced numeric array.

stdlib-js/array-base-to-accessor-array

Convert an array-like object to a minimal array-like object supporting the accessor protocol.

stdlib-js/array-buffer

ArrayBuffer.

stdlib-js/array-filled-by

Create a filled array according to a provided callback function.

stdlib-js/array-float32

Float32Array.

stdlib-js/array-float64

Float64Array.

stdlib-js/array-int32

Int32Array.

stdlib-js/array-linspace

Generate a linearly spaced array over a specified interval.

stdlib-js/array-struct-factory

Return a constructor for creating arrays having a fixed-width composite data type.

stdlib-js/array-to-json

Return a JSON representation of a typed array.

stdlib-js/array-uint8

Uint8Array.

stdlib-js/array-zeros

Create a zero-filled array having a specified length.

stdlib-js/assert-has-own-property

Test if an object has a specified property.

stdlib-js/assert-has-property

Test if an object has a specified property, either own or inherited.

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