Sentence examples for using classical statistical methods from inspiring English sources

A detailed analysis of correlation between wind and building pressure is difficult using classical statistical methods.

While in previous studies, estimation is performed using classical statistical methods or artificial neural networks, this study proposes to apply support vector regression (SVR) method for construction of a residuals Multivariate Cumulative Sum (MCUSUM) control chart, for monitoring changes in the process mean vector.

Other methods have been based on a combination of risk factors of DR using classical statistical methods [ 11, 12].

There is a risk that more subtle alterations in several substances simultaneously are not detected using classical statistical methods [ 27, 28].

Using classical statistical and geostatistical methods, we characterized and compared the spatial heterogeneities of STN and STP under different land use types (farmland, grassland, and shrubland).Concentrations of STN and STP were normally distributed with the exception of STP in grassland, and decreased in the order: farmland > grassland > shrubland.

Statistical analysis was performed using classical statistical tests (package Super ANOVA; Macintosh, Abacus concepts Inc., Berkeley, CA, USA) with a statistical significance level at least <0.05 (Fisher's PLSD).

The much cited paper of Hoeting, stressing advantages of BMA with respect to classical statistical methods, uses a medical context and reports a PMP of 0.17 in a dataset on primary biliary cirrhosis14 [39].

We estimated the risk of breast cancer for individuals with the T1a1 haplogroup compared with individuals with another T subclade haplogroup in the population of BRCA2 mutation carriers using a more classical statistical method, a weighted Cox regression.

Out of the six different machine learning algorithms, rpart methodology was found to be the most efficient if we used the dataset of the six marker proteins identified by classical statistical methods.

Classical statistics grew out of a frequentist interpretation of probability, and accordingly the probabilities appearing in the classical statistical methods are all interpreted as frequencies of events.

Classical statistical methods rely on the analytical power of mathematics and some assumptions rather than on computer power.