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Acronyms that contain the term exploratory data analysis
What does exploratory data analysis mean? This page is about the various possible meanings of the acronym, abbreviation, shorthand or slang term: exploratory data analysis.
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What does exploratory data analysis mean?
- Exploratory data analysis
- In statistics, exploratory data analysis (EDA) is an approach to analyzing data sets to summarize their main characteristics, often with visual methods. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task. Exploratory data analysis was promoted by John Tukey to encourage statisticians to explore the data, and possibly formulate hypotheses that could lead to new data collection and experiments. EDA is different from initial data analysis (IDA), which focuses more narrowly on checking assumptions required for model fitting and hypothesis testing, and handling missing values and making transformations of variables as needed. EDA encompasses IDA.
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"exploratory data analysis." Abbreviations.com. STANDS4 LLC, 2024. Web. 5 Jun 2024. <https://www.abbreviations.com/exploratory%20data%20analysis>.
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