stdlib-js/stats-lowess

Locally-weighted polynomial regression via the LOWESS algorithm.

JavaScript

Apache License 2.0

This project provides an implementation of the LOWESS algorithm for locally-weighted polynomial regression. It is part of the stdlib JavaScript library and is designed for numerical and scientific computing. The package allows users to smooth scatterplots and perform robust locally weighted regression, making it useful for data analysis and visualization tasks.

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Support the dependencies of stdlib-js/stats-lowess

stdlib-js/assert-has-own-property

Test if an object has a specified property.

stdlib-js/assert-is-boolean

Test if a value is a boolean.

stdlib-js/assert-is-nonnegative-integer

Test if a value is a number having a nonnegative integer value.

stdlib-js/assert-is-nonnegative-number

Test if a value is a number having a nonnegative value.

stdlib-js/assert-is-number-array

Test if a value is an array-like object of numbers.

stdlib-js/assert-is-plain-object

Test if a value is a plain object.

stdlib-js/assert-is-positive-number

Test if a value is a number having a positive value.

stdlib-js/assert-is-typed-array-like

Test if a value is typed-array-like.

stdlib-js/math-base-special-abs

Compute the absolute value of a double-precision floating-point number.

stdlib-js/math-base-special-floor

Round a double-precision floating-point number toward negative infinity.

stdlib-js/math-base-special-max

Return the maximum value.

stdlib-js/math-base-special-min

Return the minimum value.

stdlib-js/math-base-special-pow

Exponential function.

stdlib-js/math-base-special-sqrt

Compute the principal square root of a double-precision floating-point number.

stdlib-js/stats-strided-range

Calculate the range of a strided array.

stdlib-js/string-format

Insert supplied variable values into a format string.

stdlib-js/types

stdlib TypeScript type declarations.

stdlib-js/error-tools-fmtprodmsg

Format an error message for production.

stdlib-js/array-float64

Float64Array.

stdlib-js/assert-is-object

Test if a value is an object.

stdlib-js/random-base-randn

Standard normal pseudorandom numbers.

stdlib-js/random-base-randu

Uniformly distributed pseudorandom numbers between 0 and 1.

tape-testing/tape

tap-producing test harness for node and browsers

gotwarlost/istanbul

Yet another JS code coverage tool that computes statement, line, function and branch coverage with module loader hooks to transparently add coverage when running tests. Supports all JS coverage use cases including unit tests, server side functional tests and browser tests. Built for scale