Quantinar: a blockchain peer-to-peer ecosystem for modern data analytics

【Author】 Bag, Raul; Spilak, Bruno; Winkel, Julian; Haerdle, Wolfgang Karl

【Source】COMPUTATIONAL STATISTICS

【影响因子】1.405

【Abstract】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, to support quantitative analytics knowledge paired with code in the form of Quantlets or software snippets. The integration of blockchain technology allows Quantinar to ensure fully transparent and reproducible scientific research.

【Keywords】Blockchain; Machine learning; dao; p2p; e-Learning

【发表时间】2024 2024 AUG 6

【收录时间】2024-08-14

【文献类型】实证数据

【主题类别】

区块链应用-虚拟经济-数据市场