What technique is used to help identify the nature of the relationship between two variables? 1 pointRegressionClassificationAnomaly DetectionClustering
Question
What technique is used to help identify the nature of the relationship between two variables?
1 point
- Regression
- Classification
- Anomaly Detection
- Clustering
Solution
To identify the nature of the relationship between two variables, the technique commonly used is Regression.
Explanation:
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Regression analysis is a statistical method used to determine the strength and character of the relationship between one dependent variable and one or more independent variables. It helps to identify whether a relationship exists and the nature (linear or non-linear) of the relationship.
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Classification is used for categorizing data into classes or groups but does not specifically identify relationships between variables.
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Anomaly Detection involves identifying outliers or unusual data points in data sets, which is not aimed at examining relationships.
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Clustering is a method of grouping similar data points but does not involve understanding relationships directly between two specific variables.
Thus, the correct answer is Regression.
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