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  1. 010 学術雑誌論文
  2. 沓掛, 展之 / KUTSUKAKE, Nobuyuki

Changing philosophies and tools for statistical inferences in behavioral ecology

https://ir.soken.ac.jp/records/3840
https://ir.soken.ac.jp/records/3840
4d39ac5e-3e08-442f-8f5c-60976250843c
Item type 学術雑誌論文 / Journal Article(1)
公開日 2013-08-06
タイトル
タイトル Changing philosophies and tools for statistical inferences in behavioral ecology
タイトル
言語 en
タイトル Changing philosophies and tools for statistical inferences in behavioral ecology
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
アクセス権
アクセス権 metadata only access
アクセス権URI http://purl.org/coar/access_right/c_14cb
著者 GARAMSZEGI, László Zsolt

× GARAMSZEGI, László Zsolt

WEKO 1794

GARAMSZEGI, László Zsolt

Search repository
CALHIM, Sara

× CALHIM, Sara

WEKO 1795

CALHIM, Sara

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DOCHTERMANN, Ned

× DOCHTERMANN, Ned

WEKO 1796

DOCHTERMANN, Ned

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HEGYI, Gergely

× HEGYI, Gergely

WEKO 1797

HEGYI, Gergely

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HURD, Peter L

× HURD, Peter L

WEKO 1798

HURD, Peter L

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JøRGENSEN, Christian

× JøRGENSEN, Christian

WEKO 1799

JøRGENSEN, Christian

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KUTSUKAKE, Nobuyuki

× KUTSUKAKE, Nobuyuki

WEKO 350

KUTSUKAKE, Nobuyuki

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LAJEUNESSE, Marc J

× LAJEUNESSE, Marc J

WEKO 1800

LAJEUNESSE, Marc J

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POLLARD, Kimberly A

× POLLARD, Kimberly A

WEKO 1801

POLLARD, Kimberly A

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SCHIELZETH, Holger

× SCHIELZETH, Holger

WEKO 1802

SCHIELZETH, Holger

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SYMONDS, Matthew R.E.

× SYMONDS, Matthew R.E.

WEKO 1803

SYMONDS, Matthew R.E.

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NAKAGAWA, Shinichi

× NAKAGAWA, Shinichi

WEKO 1804

NAKAGAWA, Shinichi

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著者別名 沓掛, 展之

× 沓掛, 展之

WEKO 349
NRID 1000020435647
e-Rad 20435647

沓掛, 展之

Search repository
抄録
内容記述タイプ Abstract
内容記述 Recent developments in ecological statistics have reached behavioral ecology, and an increasing number of studies now apply analytical tools that incorporate alternatives to the conventional null hypothesis testing based on significance levels. However, these approaches continue to receive mixed support in our field. Because our statistical choices can influence research design and the interpretation of data, there is a compelling case for reaching consensus on statistical philosophy and practice. Here, we provide a brief overview of the recently proposed approaches and open an online forum for future discussion (https://bestat.ecoinformatics.org/). From the perspective of practicing behavioral ecologists relying on either correlative or experimental data, we review the most relevant features of information theoretic approaches, Bayesian inference, and effect size statistics. We also discuss concerns about data quality, missing data, and repeatability. We emphasize the necessity of moving away from a heavy reliance on statistical significance while focusing attention on biological relevance and effect sizes, with the recognition that uncertainty is an inherent feature of biological data. Furthermore, we point to the importance of integrating previous knowledge in the current analysis, for which novel approaches offer a variety of tools. We note, however, that the drawbacks and benefits of these approaches have yet to be carefully examined in association with behavioral data. Therefore, we encourage a philosophical change in the interpretation of statistical outcomes, whereas we still retain a pluralistic perspective for making objective statistical choices given the uncertainties around different approaches in behavioral ecology. We provide recommendations on how these concepts could be made apparent in the presentation of statistical outputs in scientific papers.
書誌情報 Behavioral Ecology
en : Behavioral Ecology

巻 20, 号 6, p. 1363-1375, 発行日 2009
出版者
出版者 Oxford University Press
ISSN
収録物識別子タイプ ISSN
収録物識別子 10452249
DOI
識別子タイプ DOI
関連識別子 https://doi.org/10.1093/beheco/arp137
関連名称 10.1093/beheco/arp137
権利
権利情報 © The Author 2009.
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