Running head: EXPLORATORY AND CONFIRMATORY ANALYSISThe Difference Between an Exploratory and a Confirmatory AnalysisStudents NameInstitutional Affiliation1EXPLORATORY AND CONFIRMATORY ANALYSIS2The Difference Between an Exploratory and a Confirmatory AnalysisResearchers use exploratory and confirmatory approaches to investigate various issuesand create recommendations and conclusions. In this case, the two techniques differ based on theaim and objectives of each study and expectations of the researchers (Grove, Burns, & Gray,2013). Investigators use exploratory analysis to explore big data sets that can yield conclusionsand predictions. The utilization of the technique enables the researcher to assess whether thestudy can achieve the set objectives. On the other hand, confirmatory data analysis (CDA)method helps investigators to evaluate evidence by challenging their assumptions regarding theinformation collected (Li, 2016). The technique allows investigators use their conclusions toestablish advantages of the results of their work.For CDA, researchers have an idea of everything taking place regarding the study.Indeed, one has a model or various models and ...
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