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Factor analysis of the combined item set revealed that three factors best represented 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.
However, a quadratic model best represented the data.
Data from open-ended responses were coded and presented as themes that best represented the data.
The type of error was categorised by the pharmacist into groups that best represented the data.
Weights for each model were a function of the Bayesian information criterion (BIC), i.e. models that best represented the data carried a greater weight in the estimate.
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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.
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.
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.
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.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com