Benutzer: Gast  Login
Titel:

On the optimistic performance evaluation of newly introduced bioinformatic methods.

Dokumenttyp:
Journal Article
Autor(en):
Buchka, Stefan; Hapfelmeier, Alexander; Gardner, Paul P; Wilson, Rory; Boulesteix, Anne-Laure
Abstract:
Most research articles presenting new data analysis methods claim that "the new method performs better than existing methods," but the veracity of such statements is questionable. Our manuscript discusses and illustrates consequences of the optimistic bias occurring during the evaluation of novel data analysis methods, that is, all biases resulting from, for example, selection of datasets or competing methods, better ability to fix bugs in a preferred method, and selective reporting of method va...     »
Zeitschriftentitel:
Genome Biol
Jahr:
2021
Band / Volume:
22
Heft / Issue:
1
Volltext / DOI:
doi:10.1186/s13059-021-02365-4
PubMed:
http://view.ncbi.nlm.nih.gov/pubmed/33975646
Print-ISSN:
1474-7596
TUM Einrichtung:
Institut für Medizinische Statistik und Epidemiologie; Lehrstuhl für Allgemeinmedizin (Prof. Schneider) (keine SAP-Zuordnung!)
 BibTeX