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Analysis and modeling philosophy

Biometrics Northwest LLC emphasizes a distribution oriented approach to data analysis and modeling, taking the shape of a data distribution into account when performing an analysis or developing a model. The shape of a data distribution is of fundamental importance in any analysis or model development, and it must be considered if correct inferences are to be obtained. A nonparametric approach to exploratory data analysis is also emphasized, allowing the distribution of the data to "speak for itself" to guide the selection of appropriate analysis methods and the interpretation of results.