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YEAB:YEAB简化行为分析。

YEAB: YEAB Ease the analysis of behavior.

作者信息

Alcalá Emmanuel, Saavedra Pablo, García-Rangel Frida, Sosa Rodrigo, Reyes Víctor, Buriticá Jonathan

机构信息

Centro de Estudios e Investigaciones en Comportamiento, Universidad de Guadalajara, Calle Francisco de Quevedo #180, 44130, Guadalajara, México.

Facultad de Psicología, Universidad Nacional Autónoma de México, Mexico City, Mexico.

出版信息

Behav Res Methods. 2025 Jun 16;57(7):199. doi: 10.3758/s13428-025-02720-4.

DOI:10.3758/s13428-025-02720-4
PMID:40524008
Abstract

In recent years, with the advent of open-source programming languages such as R and Python, there has been a resurgence of the DIY spirit in the experimental analysis of behavior and, more broadly, in experimental psychology. This paper introduces YEAB, an R package that streamlines the processing and analysis of data from numerous common behavioral paradigms. Key features include automated extraction of raw data from MED-PC output files, flexible modeling of interresponse times (including mixture-exponential approaches), single-trial analysis for fixed-interval and peak procedures, and model fitting of delay discounting data in intertemporal choice tasks. By consolidating core functions into one accessible package, YEAB empowers researchers to efficiently handle multi-level data structures, promote reproducible workflows, and expand the scope of behavioral experimentation. Collectively, these functionalities facilitate robust, transparent analyses, fostering open-science practices and supporting innovative exploration in EAB and related fields.

摘要

近年来,随着R和Python等开源编程语言的出现,在行为实验分析以及更广泛的实验心理学领域,DIY精神再度兴起。本文介绍了YEAB,这是一个R包,它简化了来自众多常见行为范式的数据处理和分析。关键特性包括从MED-PC输出文件自动提取原始数据、灵活的反应间隔建模(包括混合指数方法)、固定间隔和峰值程序的单次试验分析,以及跨期选择任务中延迟折扣数据的模型拟合。通过将核心功能整合到一个易于访问的包中,YEAB使研究人员能够高效处理多层次数据结构,促进可重复的工作流程,并扩大行为实验的范围。总体而言,这些功能有助于进行稳健、透明的分析,促进开放科学实践,并支持行为分析及相关领域的创新探索。

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本文引用的文献

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In Search of the Preference Reversal Zone.探寻偏好反转区
Exp Psychol. 2022 Jan;69(1):46-59. doi: 10.1027/1618-3169/a000542.
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The nervous system as a solution for implementing closed negative feedback control loops.
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Assessment of the 'timing' function of schedule-induced behavior on fixed-interval performance.评估固定时距操作中,程序诱导行为的“时距”功能。
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Similar attention and performance in female and male CD1 mice in the peak procedure.在峰值程序中,雌性和雄性 CD1 小鼠的注意力和表现相似。
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Suboptimal choice by pigeons is eliminated when key-pecking behavior is replaced by treadle-pressing.当啄键行为被踩踏板行为取代时,鸽子的次优选择就会被消除。
Behav Processes. 2020 Sep;178:104157. doi: 10.1016/j.beproc.2020.104157. Epub 2020 Jun 1.
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Excessive discounting of delayed reinforcers as a trans-disease process: Update on the state of the science.过度低估延迟强化物的价值:科学研究现状更新。
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