On representative and illustrative comparisons with real data in bioinformatics: response to the letter to the editor by Smith et al.

被引：17

作者：

Boulesteix, Anne-Laure ^{[1
]}

机构：

[1] Univ Munich, Dept Med Informat Biometry & Epidemiol, D-81377 Munich, Germany

来源：

BIOINFORMATICS | 2013年 / 29卷 / 20期

关键词：

OVER-OPTIMISM; CLASSIFICATION;

D O I：

10.1093/bioinformatics/btt458

中图分类号：

Q5 [生物化学];

学科分类号：

071010 ; 081704 ;

摘要：

引用

页码：2664 / 2666

页数：3

共 10 条

[1] EQUATOR: reporting guidelines for health research [J].

Altman, Douglas G. ;

Simera, Iveta ;

Hoey, John ;

Moher, David ;

Schutz, Ken .

LANCET, 2008, 371 (9619) :1149-1150

[2]

Boulesteix A.L., 2013, TECHNICAL REPORT

[3]

Boulesteix A.L., 2013, PLOS ONE, V8

[4] Over-optimism in bioinformatics research [J].

Boulesteix, Anne-Laure .

BIOINFORMATICS, 2010, 26 (03) :437-439

[5] Classifier technology and the illusion of progress [J].

Hand, David J. .

STATISTICAL SCIENCE, 2006, 21 (01) :1-14

[6] Case studies in reproducibility [J].

Hothorn, Torsten ;

Leisch, Friedrich .

BRIEFINGS IN BIOINFORMATICS, 2011, 12 (03) :288-300

[7] Over-optimism in bioinformatics: an illustration [J].

Jelizarow, Monika ;

Guillemot, Vincent ;

Tenenhaus, Arthur ;

Strimmer, Korbinian ;

Boulesteix, Anne-Laure .

BIOINFORMATICS, 2010, 26 (16) :1990-1998

[8] Papers on normalization, variable selection, classification or clustering of microarray data [J].

Rocke, David M. ;

Ideker, Trey ;

Troyanskaya, Olga ;

Quackenbush, John ;

Dopazo, Joaquin .

BIOINFORMATICS, 2009, 25 (06) :701-702

[9] Novel algorithms and the benefits of comparative validation [J].

Smith, Robert ;

Ventura, Dan ;

Prince, John T. .

BIOINFORMATICS, 2013, 29 (12) :1583-1585

[10] Reporting bias when using real data sets to analyze classification performance [J].

Yousefi, Mohammadmahdi R. ;

Hua, Jianping ;

Sima, Chao ;

Dougherty, Edward R. .

BIOINFORMATICS, 2010, 26 (01) :68-76

← 1 →