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These variables were "pruned" using an automated stepwise procedure for optimizing the Akaike information criterion [24].
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These variables were then 'pruned' using both backwards elimination using ANOVA-type tests, and an automated stepwise procedure for optimising the Akaike Information Criterion AICC).
The soft sensor's underlying model consists of an automated stepwise linear regression methodology to find the relevant predictor variables.
To select variables for the multiple regression model, an automated stepwise method was employed.
We eliminated variables manually because SUDAAN did not have an automated stepwise procedure.
Therefore, an automated stepwise logistic regression model was developed (PROC LOGISTIC, FORWARD (SLENTRY = 0.1), Option ODDSRATIO).
For the multivariable regression model, an automated stepwise forward selection and a backward elimination approach was performed.
For the probes having an accession reference, an automated stepwise annotation was performed with an in-house script based on sigReannot [ 60] which took advantage of the recent re-annotation of the cattle genome [ 61].
In block 2, each potential prognostic factor will be added stepwise to the model by using an automated forward selection procedure.
The stepwise AFD experiment was also conducted using an automated spinner magnetometer with an AF demagnetizer (DSPIN, Natsuhara-Giken) at the KCC, and the demagnetization was performed in the AF range between 2 and 180 mT.
Six shoulders were tested using an automated mechanical system.
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