User:Jarle Pahr/Statistics
Notes on statistics and uncertainty analysis:
See also: http://openwetware.org/wiki/Statistics
https://en.wikipedia.org/wiki/Simpson%27s_paradox
https://en.wikipedia.org/wiki/Lurking_variable
How to draw the line in biomedical research: http://elife.elifesciences.org/content/2/e00638
http://jcb.rupress.org/content/177/1/7.full
http://www.dna-view.com/pvalue.htm
http://www.biodatamining.org/content/6/1/10
http://bitesizebio.com/articles/statistics-a-good-p-value-is-not-enough/
Bad statistics:
http://mchankins.wordpress.com/2013/04/21/still-not-significant-2/
Researcher degrees of freedom: http://simplystatistics.org/2013/07/31/the-researcher-degrees-of-freedom-recipe-tradeoff-in-data-analysis/
Extreme value fallacy: http://www.numberwatch.co.uk/extreme_value_fallacy.htm
Validation:
http://robjhyndman.com/hyndsight/crossvalidation/
Software:
Concepts
LOOCV: Leave One Out Cross-Validation
Blogs
http://robjhyndman.com/hyndsight
Resources
CrossValidated: http://stats.stackexchange.com/
Bibliography
Error bars in experimental biology: http://www.mendeley.com/catalog/error-bars-experimental-biology-1/