The over-fitting correction greatly improved the enrichment for true binding sites in BayesPeak's data, as did subsequent filtering by PP value.
Some modified multi-polynomial fitting based background correction techniques are proposed to handle these issues [34, 35].
The above two modifications did not decrease the accuracy of the elliptical fitting or pointing correction as long as VMC-UV images were used.
However, this method suffers from the fact that RMSF i depends on the selection of x i,ref in the first pass of fitting; that is, the correction procedure depends on the error it is supposed to correct.
To determine the relative uncertainty, reflections were fit using three line-fitting routines; a pseudo-Voigt function with cubic-spline correction and Kα2 fitting (JADE V.7.0), Pearson function, and a sum of Gaussian curves.
Before adding the air pollutant variables into the model, the effects of temperature and humidity on day of admission and up to 5 days before admission (i.e. at lag 0, 1, 2, 3, 4 and 5) were investigated and modelled using minimization of Akaike's Information Criteria (AIC) and lack of over- or under-fitting in the residual correction for autocorrelation.
We describe the method used to reduce the errors in spacecraft attitude and correct the geometry information, an improved limb-fitting technique originally described by Ogohara et al. (2012), in "Reliability of pointing correction by limb fitting" section.
The pointing-correction accuracy of multi-wavelength Venusian images taken by Akatsuki is estimated in "Reliability of pointing correction by limb fitting" section.
We also provide initial quality and accuracy estimations, which will be useful in the analysis of Akatsuki data in "Reliability of pointing correction by limb fitting" section.
Repeated measurements were added after energy correction including spline fitting of smoothed data normalized to the primary X-ray intensity.
For the surface fitting stage the random surface error correction fitting method, which is based on the SOM method, was developed and implemented.
