论文标题

Quantinar:诚实科学研究的区块链P2P生态系统

Quantinar: a blockchain p2p ecosystem for honest scientific research

论文作者

Bag, Raul, Spilak, Bruno, Winkel, Julian, Härdle, Wolfgang Karl

论文摘要

生活在信息时代,数据的力量和正确的统计分析从未如此普遍。如今,学术界和从业人员需要准确应用定量方法。然而,许多分支机构都遭受诚信危机的危害,这在不正确地使用统计模型,$ p $ harking,harking或未能复制结果的情况下表明。我们建议使用基于区块链网络Quantinar(Quantinar.com)的对等生态系统(P2P)生态系统,以支持定量分析知识与Quantlets(Quantlet.com)或软件摘要的形式配对的定量分析知识。区块链技术的整合使Quantinar成为去中心化的自治组织(DAO),可确保完全透明且可重现的科学研究。

Living in the Information Age, the power of data and correct statistical analysis has never been more prevalent. Academics and practitioners require nowadays an accurate application of quantitative methods. Yet many branches are subject to a crisis of integrity, which is shown in an improper use of statistical models, $p$-hacking, HARKing, or failure to replicate results. We propose the use of a Peer-to-Peer (P2P) ecosystem based on a blockchain network, Quantinar (quantinar.com), to support quantitative analytics knowledge paired with code in the form of Quantlets (quantlet.com) or software snippets. The integration of blockchain technology makes Quantinar a decentralized autonomous organization (DAO) that ensures fully transparent and reproducible scientific research.

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