Skewness, Measures ofdoi:10.1002/9781118445112.stat00809This article has no abstract.John Wiley & Sons, LtdWiley StatsRef: Statistics Reference Online
Currently, there is no consensus within the research community on how to answer these questions satisfactorily [4,9,10]. Instead, a plethora of evaluation approaches exists, with each using a unique set of measures. Hence, the evaluation of generative models in general and time series generators...
augmentation, and imputation. They provide background on the workings of this learning paradigm and a classification of methods. The work primarily covers the latest popular architectures but also features a short section on evaluation strategies for this type of model. The overview...
In contrast, the skewness and kurtosis were most sensitive to the choice of deconvolution approach, even for BTC experiments with very long data series of more than eight water-filled pore volumes. The relative arrival time of the first 5% of the tracer mass was identified as the most robust...
The skewness of −0.26 indicates that the distribution is slightly skewed left. The -value of 0.69 for the 2 test of normality indicates that we cannot reject the null hypothesis that the distribution is normal. If we were to consider any of the three variants of the AUC0,∞, we would...
It has been proven that all of the scales employed in this inquiry to determine the mean scores, standard deviation, excess kurtosis, and skewness values were consistently "reliable" and produced satisfactory results. Factor Analysis For factor analysis was performed by evaluating the convergent ...
In phase five of the study, we conducted item analysis. Survey items with correlations of > .70 with another item were removed to reduce collinearity. Items with extreme distribution characteristics, such as a non-central mean, restriction in range, skewness, and kurtosis, were identified ...
The simplest class of detection algorithms uses intuitive time-domain features to create some discriminating statistics between seizure and “non-seizure” epochs. Mean, variance, mode, median, and skewness are some of the common statistics that are employed in seizure detection, along with amplitude...
Children and parents show slightly different patterns in skewness and kurtosis when considered separately, but differences between them do not account for the commingling found in the combined distributions. References Author Contacts P.J. Byard, Department of Anthropology, Case Western Reserve...
We firstly conducted a natural logarithm transformation of the variables, including values of items of routine blood test, urinary phthalate metabolite levels for 3 days and the 3-day moving average of urinary phthalate metabolites, owing to their skewness distributions. The descriptive statistics was ...