Data splitting as a countermeasure against hypothesis fishing: with a case study of predictors for low back pain

Author:

Dahl Fredrik A.,Grotle Margreth,Šaltytė Benth Jūratė,Natvig Bård

Publisher

Springer Science and Business Media LLC

Subject

Epidemiology

Reference8 articles.

1. Ioannidis JPA. Why most published research findings are false. PLoS Med 2005;2:696–701.

2. Abdi H. Bonferroni, Sidak corrections for multiple comparisons. In: Salkind NJ (ed) Encyclopedia of Measurement and Statistics. Thousand Oaks CA: Sage; 2007.

3. Benjamini Y, Hochberg Y. Controlling the false discovery rate: A practical and powerful approach to multiple testing. J Roy Stat Soc Ser B-methodological 1995;57(1):289–300.

4. Madigan D, Raftery AE. Model selection and accounting for model uncertainty in graphical models using Occam’s window. J Am Stat Assoc 1994;89:1535–46.

5. Faraway JJ. Data splitting strategies for reducing the effect of model selection on inference. Comput Sci Stat 1998;30:332–41.

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