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Data Interpretation

The sequence from data to knowledge is: from Data to Information, from Information to Facts, and finally, from Facts to Knowledge. Data becomes information when it becomes relevant to your decision problem. Information becomes fact when the data can support it. Fact becomes knowledge when it is used in the successful completion of decision process.

The following figure illustrates the statistical thinking process based on data in constructing statistical models for decision-making under uncertainties.

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