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[Idea]: add support for bootstrap and jackknife resampling #15

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kgryte opened this issue Jan 11, 2023 · 0 comments
Open

[Idea]: add support for bootstrap and jackknife resampling #15

kgryte opened this issue Jan 11, 2023 · 0 comments
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difficulty: 2 Suitable for someone with some JavaScript experience. 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

Idea

Manually constructing confidence intervals and other statistical properties can be useful when no analytic solution exists. The goal of this idea to implement APIs for bootstrap and jackknife resampling.

Expected Outcomes

Users will be to resample provided datasets.

Involved Software

No other software is necessary.

Prerequisite Knowledge

JavaScript, Node.js.

Difficulty

Beginner/Intermediate.

Project Length

175/350 hours. Can be scoped accordingly. Scope can be expanded to implement different bootstrap algorithms.
@kgryte kgryte added idea Potential GSoC project idea. priority: normal Normal priority. tech: javascript Involves programming in JavaScript. tech: nodejs Requires developing with Node.js. difficulty: 2 Suitable for someone with some JavaScript experience. labels Jan 11, 2023
@stdlib-js stdlib-js locked and limited conversation to collaborators Jan 11, 2023
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difficulty: 2 Suitable for someone with some JavaScript experience. 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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