As debate rumbles on about how and how much poor statistics is to blame for poor reproducibility, Nature asked influential statisticians – Jeff Leek, Blakeley B. McShane, Andrew Gelman, David Colquhoun, Michèle B. Nuijten & Steven N. Goodman – to recommend one change to improve science. The common theme? The problem is not our maths, but ourselves.
Jeff Leek (associate professor of biostatistics at Johns Hopkins Bloomberg School of Public Health in Baltimore, Maryland) says: “To use statistics well, researchers must study how scientists analyse and interpret data and then apply that information to prevent cognitive mistakes. […] We need to appreciate that data analysis is not purely computational and algorithmic — it is a human behaviour. […] The first step is to observe: what do people do now, and how do they report it?
My colleagues and I are doing this and taking the next step: running controlled experiments on how people handle specific analytical challenges in our massive online open courses3.
We need more observational studies and randomized trials — more epidemiology on how people collect, manipulate, analyse, communicate and consume data. We can then use this evidence to improve training programmes for researchers and the public. As cheap, abundant and noisy data inundate analyses, this is our only hope for robust information.
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100&Change is a MacArthur Foundation competition for a $100 million grant to fund a single proposal that will make measurable progress toward solving a significant problem. 100&Change will select a bold proposal that promises real progress toward solving a critical problem of our time. And it will award a $100 million grant to help make […]
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Experientia is proud to have been a key participant at the Roche Innovation Summit, held at Roche headquarters in Basel Switzerland on 19 June 2018. Themed “Transforming the Healthcare Experience Together”, the summit aimed to galvanize the Roche community around the future transformation of healthcare and diagnostics. With 800 attendees from Roche and Genentech global […]
Hai una startup? Hai mai pensato ai benefici che potrebbe trarre dal Design Thinking? Questa è l’opportunità per scoprirlo! DesAlps Workshop #2: Il Design Thinking per la tua startup! Giovedì 28 giugno 2018 – dalle 9:30 alle 17:00 @ I3P | Corso Castelfidardo 30/a, Torino —– Nell’ambito del progetto europeo DesAlps, un team di esperti […]
Experientia è lieta di invitare le piccole e medie imprese del territorio piemontese al: DesAlps Workshop #1: Il Design Thinking per le PMI Venerdì 18 maggio 2018 – dalle 9.00 alle 17.30 @ Rinascimenti Sociali | via Maria Vittoria 38, Torino Scopri i vantaggi che il Design Thinking può portare al tuo business per prepararvi […]