Preserving Statistical Validity in Adaptive Data Analysis
Work
Year: 2015
Type: article
Abstract: A great deal of effort has been devoted to reducing the risk of spurious scientific discoveries, from the use of sophisticated validation techniques, to deep statistical methods for controlling the fa... more
Institutions Microsoft (United States), IBM (United States), University of Toronto, Samsung (United States), University of Pennsylvania
Cites: 51
Cited by: 266
Related to: 10
FWCI: 12.89
Citation percentile (by year/subfield): 99.99
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: green
Funder National Science Foundation
Grant ID CNS 1253345, CCF 1101389