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[Idea]: implement additional statistical tests #17

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kgryte opened this issue Jan 11, 2023 · 1 comment
Open

[Idea]: implement additional statistical tests #17

kgryte opened this issue Jan 11, 2023 · 1 comment
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difficulty: 5 Likely to be difficult to implement with several unknowns. idea Potential GSoC project idea. priority: normal Normal priority. tech: javascript Involves programming in JavaScript. tech: nodejs Requires developing with Node.js.

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@kgryte
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kgryte commented Jan 11, 2023 •
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Idea

Implement various statistical tests which are not currently implemented in stdlib, but are implemented in other envs such as R, Python (SciPy, statsmodels), Julia, and MATLAB.

Expected Outcomes

stdlib will have a broader array of statistical tests which can operate on ndarrays.

Involved Software

No other software should be necessary. However, we will need to do a needs analysis to determine which prerequisite packages/functionality is necessary in order to allow these tests to be implemented (e.g., BLAS, ndarray slicing, etc).

Prerequisite Knowledge

JavaScript, Node.js. Familiarity with R, Python, C/C++ would be very useful, as will need to consult reference implementations.

Difficulty

Hard. Depends on the reference implementation requirements and algorithmic difficulty.

Project Length

350 hours.

Potential Mentors

@kgryte @Planeshifter @Pranavchiku
@kgryte kgryte added idea Potential GSoC project idea. priority: normal Normal priority. difficulty: 5 Likely to be difficult to implement with several unknowns. tech: javascript Involves programming in JavaScript. tech: nodejs Requires developing with Node.js. labels Jan 11, 2023
@stdlib-js stdlib-js locked and limited conversation to collaborators Jan 11, 2023
@kgryte
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kgryte commented Jan 30, 2024

@Planeshifter What additional statistical tests do you recommend?

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difficulty: 5 Likely to be difficult to implement with several unknowns. idea Potential GSoC project idea. priority: normal Normal priority. tech: javascript Involves programming in JavaScript. tech: nodejs Requires developing with Node.js.
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