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Robust joint score tests in the application of DNA methylation data analysis.

Xuan LiYuejiao FuXiaogang WangWeiliang Qiu
Published in: BMC bioinformatics (2018)
The three proposed joint score tests are robust against the violation of normality assumption and presence of outlying observations in comparison with other three existing tests. Among the three proposed tests, iAW.BF seems to be the most robust and effective one for all simulated scenarios and also in real data analyses.
Keyphrases
  • data analysis
  • dna methylation
  • climate change
  • gene expression
  • genome wide
  • electronic health record