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Moreover, the Bayesian control charting structures with conjugate priors provide better performance for monitoring the Y-intercepts and slopes than the one of non-conjugate priors, while both priors perform almost equivalently in case of errors variance.
In this research we constructed three novel univariate Bayesian EWMA control charts for the Y-intercepts, the slopes and the errors variance under phase II methods by using non-conjugate and conjugate priors.
These simulated data include nucleotide errors, indel errors, variance in the mean insert size of paired-end sequences, and the GC-bias in read-depth typical of Illumina data (Hu et al. 2012).
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Error variance.
e1: error variance.
where 'Var' is the error variance.
The reference method under-estimated the prediction error variance.
Approximation error variance was analyzed for various approximation ranges.
Annual growth estimation error variance for the concurrent estimator, 39.
Estimation error variance can be obtained from Eq. (8).
This is larger than the measurement error variance σ2 alone.
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