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Exploratory Vs Confirmatory Analysis

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Running head: EXPLORATORY VS. CONFIRMATORY ANALYSIS Exploratory vs. Confirmatory Analysis Student’s Name Institutional Affiliation 1 EXPLORATORY VS. CONFIRMATORY ANALYSIS 2 Exploratory vs. Confirmatory Analysis Explanatory and confirmatory data analysis approaches are both focused on a common goal, which is to establish the most relevant, reliable, efficient, and replicable findings or results in a study or research. Despite being aligned to the same goal, they differ in process. Explanatory data analysis is a process which is directed to connect ideas about the data or topic to understand the “whys” of “hows” of the factors under analysis as well as their cause and effect relationships (Butler, 2014). As the concept “explanatory” suggests, it is a process where the researcher seeks to find clues in the data by exploring the features of the data such as the deviati ...
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