stdlib-js/stats-ttest

One-sample and paired Student's t-Test.

JavaScript

Apache License 2.0

This package provides functions for performing one-sample and paired Student's t-tests, which are statistical tests used to compare means and determine if they are significantly different from a hypothesized value or between paired samples. It is designed for data scientists, statisticians, and researchers who need to perform hypothesis testing on numerical data in JavaScript applications.

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Support the dependencies of stdlib-js/stats-ttest

stdlib-js/array-float64

Float64Array.

stdlib-js/assert-contains

Test if an array-like value contains a search value.

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-number

Test if a value is a number.

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-integer

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

stdlib-js/assert-is-string

Test if a value is a string.

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

Test if a value is typed-array-like.

stdlib-js/blas-base-gcopy

Copy values from x into y.

stdlib-js/constants-float64-ninf

Double-precision floating-point negative infinity.

stdlib-js/constants-float64-pinf

Double-precision floating-point positive infinity.

stdlib-js/math-base-assert-is-nan

Test if a double-precision floating-point numeric value is NaN.

stdlib-js/math-base-special-abs

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

stdlib-js/math-base-special-roundn

Round a double-precision floating-point number to the nearest multiple of 10^n.

stdlib-js/math-base-special-sqrt

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

stdlib-js/stats-base-dists-t-cdf

Student's t distribution cumulative distribution function (CDF).

stdlib-js/stats-base-dists-t-quantile

Student's t distribution quantile function.

stdlib-js/stats-strided-mean

Calculate the arithmetic mean of a strided array.

stdlib-js/stats-strided-variance

Calculate the variance 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/utils-define-read-only-property

Define a read-only property.

stdlib-js/error-tools-fmtprodmsg

Format an error message for production.

stdlib-js/assert-is-object

Test if a value is an object.

stdlib-js/constants-float64-eps

Difference between one and the smallest value greater than one that can be represented as a double-precision floating-point number.

stdlib-js/random-base-normal

Normally distributed 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