Empirical estimation of sequencing error rates using smoothing splines.
Xuan ZhuJian WangBo PengSanjay ShetePublished in: BMC Bioinform. (2016)
Keyphrases
- estimation error
- error analysis
- expected error
- theoretical analysis
- nonparametric regression
- machine learning
- estimation accuracy
- data sets
- error estimation
- error bounds
- measurement error
- information theoretic
- learning algorithm
- estimated parameters
- accurate estimation
- shape preserving
- variance reduction
- estimation process
- error measure
- error propagation
- density estimation
- closed form
- image processing
- neural network