Work

Data science for the scientific life cycle

Year: 2019

Type: article

Abstract: Data science can be incorporated into every stage of a scientific study. Here we describe how data science can be used to generate hypotheses, to design experiments, to perform experiments, and to analyse data. We also present our vision for how data science techniques will be an integral part of the laboratory of the future.

Source: eLife

DOI: 10.7554/elife.43979

Authors: Daphne Ezer, Kirstie Whitaker

Institutions: University of Cambridge, University of Warwick, The Alan Turing Institute

Language: English

Topic: Scientific Computing and Data Management

Subfield: Information Systems and Management

Field: Decision Sciences

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $2,500

Funders: Alan Turing Institute, Engineering and Physical Sciences Research Council