Sentence examples for best representing the data from inspiring English sources

An unsupervised cluster analysis was performed to fractionate each bacterial trajectory into run and tumble segments, and then the distribution of parameters for each mode were extracted by fitting mathematical distributions best representing the data.

An admixture model with independent allele frequencies was used, and the K value best representing the data set was determined according to the method of Evanno et al. Once the optimal number of K populations was established, a Q matrix score for each individual line could be used as a fixed effect in the subsequent association analysis.

Factor analysis of the combined item set revealed that three factors best represented the data.

In other words, PCA finds the projections that best represent the data.

The comparison index Bayesian information criteria (BIC) was also used: the model with the lowest value was considered to be the one that best represents the data.

Agreement of findings was obtained through such discussion and collaborative mapping, resulting in four overarching themes that best represented the data set and research questions.

k-means requires k to be specified a priori and it is a challenge to determine an appropriate value of k that best represents the data.

The proposed models are then estimated with a number of alternative estimation methods and second stage statistical tests are implemented in order to decide which model and estimation method best represent the data.

Stat3 and c-Myc expression value matrices were clustered into 20 and 10 clusters respectively to best represent the data set.

However, a quadratic model best represented the data.

Data from open-ended responses were coded and presented as themes that best represented the data.