There has been an increasing concern that most published medical findings are false. But what does it mean to be false? Here we describe the range of definitions of false discoveries in the scientific literature. We summarize the philosophical, statistical, and experimental evidence for each type of false discovery. We discuss common underpinning problems with the scientific and data analytic practices and point to tools and behaviors that can be implemented to reduce the problems with published scientific results.
ABSTRACT
PUBLICATION RECORD
- Publication year
2016
- Venue
bioRxiv
- Publication date
2016-04-27
- Fields of study
Biology, Computer Science, Philosophy, Psychology, Medicine
- Identifiers
- External record
- Source metadata
Semantic Scholar
CITATION MAP
EXTRACTION MAP
CLAIMS
- No claims are published for this paper.
CONCEPTS
- No concepts are published for this paper.
REFERENCES
Showing 1-47 of 47 references · Page 1 of 1
CITED BY
Showing 1-60 of 60 citing papers · Page 1 of 1