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In statistical models, β-values were transformed using a variance stabilisation transformation to methylation M-values [ 22].
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After normalisation of the expression profiles using the variance stabilisation algorithm (Huber et al, 2002), data from dye-flipped chip pairs were averaged to yield one intensity value for every gene probe of each patient.
Briefly, we normalised array data using variance stabilisation normalisation [ 36], corrected the data with Combat [ 37], filtered to likely expressed transcripts (~24,000) and subjected the data to linear model fitting.
Logarithmic transformation was used for variance stabilisation.
The same behaviour can also be obtained within the LFMM scheme by using an extended stabilisation energy term which incorporates the s orbital contributions.
These overall results were broadly confirmed by the running of further analyses including by the use of additivity and variance stabilisation in R. 36 In particular, we analysed a range of models including different polynomial terms in known predictors, and matching models augmenting the known risk factors of heroin use.
Comparison of High-Variance versus Low-Variance gamble rankings using a Wilcoxon Signed-Ranks test confirmed that subjects preferred High-Variance to Low-Variance gambles (Z = 2.66, p<0.01).
Using a hot target allows a perfect stabilisation of the process in the presence of an argon nitrogen discharge, whereas only a slight stabilisation occurs when the sputtering stage takes place in argon oxygen mixtures.
Stabilisation using a calcaneal uniplanar external fixator was used for Sanders types 2 and 3 calcaneal articular fractures.
It provides rapid fracture stabilisation using a minimally invasive approach and allows early mobilisation and return of function to the injured limb [1, 2, 3, 4].
Definitive stabilisation was accomplished using a Gotfried Percutaneous Compression Plate (PC.C.P, Orthofix SRL, Verona, Italy) inserted through a standard mini-lateral incision and locked in place.
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