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Many of the sets of data encountered by engineers are means, so the normal distribution applies to them if the sample size is large enough.
As we use a time-discrete model system, season length L j in year j may only take integer values, while the normal distribution applies to continuous values.
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Furthermore, a combination of the Shewhart and cusum control charts based on the normal distribution applied to EDI is a good choice when the goal is to signal a decrease in EDE as soon as possible.
First, all data were tested for normal distribution applying Kolmogoroff-Smirnoff-tests.
First, data were tested for normal distribution applying Kolmogorov-Smirnov tests.
Data were tested for normal distribution applying Kolmogorov-Smirnov-test. Behavioural data were compared between groups using repeated measures ANOVAs with the between-subjects factor treatment (sgp130 i.a., sgp130 i.p., saline i.a., saline i.p).
These are MI by chained equations (MICE) (also known as fully conditional specification (FCS)) [ 20] where separate, conditional univariate imputation models are specified for each variable with missing data, and multivariate normal imputation (MVNI) [ 21] which uses a joint normal distribution applied to all of the variables with missing data.
At the 9 week and 18 week time points, continuous variables will be analysed using a mixed ANOVA model (with treatment as the between group factor and time as the repeated factor), or the non-parametric equivalent if non-normal distributions apply.
For some FAs, the data was asymmetrically distributed and thus log transformed to fit a normal distribution before applying the ANOVA model.
Since some statistical tests are applicable only in case the population follows a normal distribution, we applied the Shapiro-Wilk test and created a Q-Q chart to verify whether or not the experiment data departs from linearity before choosing a proper statistical test.
To unravel possible deviations from the normal distribution, we applied Shapiro-Wilk, Anderson-Darling and Cramér-von Mises tests.
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