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For this reason, the normal distribution is the basis for many key procedures in statistical quality control.
The model can be fitted with standard likelihood procedures in statistical packages such as SAS (Proc NLMIXED).
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For the selected model(s), positive false discovery rate (pFDR; Q values) were calculated (Storey 2002) using the PROC MULTTEST procedure in Statistical Analysis System (SAS 9.2) software.
Content data were recorded in a Microsoft Excel 2010 spreadsheet and analysed using basic descriptive statistics procedures in the Statistical Package for the Social Sciences IBMM SPSS version 22).
In this study, the R/Bioconductor packages and self-written procedures in R statistical environment (available upon request: [email protected]) were used to perform the statistical analyses.
We adjusted the 95% confidence intervals for the single stage clustered study design using procedures in SAS statistical software (version 9.1.3 SAS Inc, Cary, North Carolina).
The bivariate model given by (2-4) can be fitted using generalized linear mixed model procedures in standard statistical packages, such as the SAS procedure NLMIXED, STATA gllamm or the R/S-Plus program nlme.
In this context, the procedure NLMIXED in statistical software SAS usually works well.
SZ designed statistical procedures in the field and statistical analysis including revision of manuscript.
The analysis is performed using the random stratified sampling procedure in SAS statistical software [24].
For preliminary selection, we used ordinary non-linear least squares (ONLS) to fit each of the local equations to the data from the 13 established groups, with the MODEL procedure in SAS/ETS® statistical software package (SAS Institute Inc 2008).
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