edibble:一个R包,用于封装实验设计的元素,以便更好地规划、管理和工作流程

Emi Tanaka
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引用次数: 0

摘要

我提出了一个叫做edibble的R包,它通过将实验的元素封装在一系列可组合的函数中来简化实验的设计。这个包是Tanaka(2023)用R编程语言解释的“实验设计的语法”。演示了可食用包装的主要特点,说明了如何使用它来创建一系列广泛的实验设计。所实施的系统旨在鼓励认知思维,以便在简化的工作流程中进行整体规划和实验数据管理。该工作流程可以通过减少潜在的错误或噪音来增加实验数据的内在价值,并通过仔细的预先计划,以及确保实验数据的适合目的分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
edibble: An R package to encapsulate elements of experimental designs for better planning, management and workflow
I present an R package called edibble that facilitates the design of experiments by encapsulating elements of the experiment in a series of composable functions. This package is an interpretation of "the grammar of experimental designs" by Tanaka (2023) in the R programming language. The main features of the edibble package are demonstrated, illustrating how it can be used to create a wide array of experimental designs. The implemented system aims to encourage cognitive thinking for holistic planning and data management of experiments in a streamlined workflow. This workflow can increase the inherent value of experimental data by reducing potential errors or noise with careful preplanning, as well as, ensuring fit-for-purpose analysis of experimental data.
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