Sentence examples for explanatory data analysis from inspiring English sources

His graphics are often for explanatory data analysis -- not the same as crisp, clear communication".

Two real-world P2P lending datasets are examined, and explanatory data analysis shows that explanatory variables differ in predicting the probability of default and profitability.

We first carried out an explanatory data analysis, tabulating relationships between the key variables tumour size, BMI, and TBA.

Item analysis of the ASES scales was performed by analysing the item discriminating power (corrected item correlation) and the item difficulty (item mean) depicted by the explanatory data analysis.

Individual gene data is presented using Box and Whisker plots which describes the dataset on an interval scale, i.e. as explanatory data analysis, to demonstrate the shape of the distribution, its central value, and its variability.

In general, the modelling process is preceded by the explanatory data spatial analysis (ESDA), which is a phase associated to the visual presentation of the data in the form of graphs and maps and leads to the identification of spatial dependency patterns in the phenomenon under study.

The last step is to choose a set of multivariate modeling approaches based on the results of the exploratory data analysis and investigate whether including explanatory variables and models that are more complex can improve the accuracy of the forecast.

For the final model, we checked for normality and heterogeneity of the residuals and used the variance inflation factor (VIF) to examine multi-collinearity between explanatory variables[ 5] Data analysis was performed in Stata (V7.0), and all tests were conducted at the 5% level of significance.

Within data analysis, descriptive and explanatory approaches to cross-case analysis were used in order to identify and compare what had happened in specific cases.

And Mr. Ghani, chief scientist for the campaign, was on a kind of explanatory victory tour, describing how cutting-edge data analysis and computing tools gave its side an edge.

Exploratory data analysis consisted of testing all explanatory indicators for normality, log-transforming those variables requiring so (ChDn, DuDn, DuChDn, ChMtDn, AgPopDn, UrPopDn, PopDn, and AgPopDnOI).