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WordNet-Online
Definitions from WordNet
Noun multiple regression has 1 sense
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Definitions from the WebMultiple RegressionDescription:Multiple regression is a statistical technique used to analyze the relationship between a dependent variable and two or more independent variables. It is commonly employed in various fields, such as economics, psychology, and social sciences, to uncover and understand complex relationships within a dataset. Sense 1 - Statistical Analysis:In statistics, multiple regression refers to the process of modeling the relationship between a dependent variable and multiple independent variables. It examines how these variables interact and contribute to the variation in the dependent variable. This analysis helps researchers predict or explain outcomes based on the values of the independent variables. Sample Sentence: The economist used multiple regression to study the impact of GDP, interest rates, and consumer spending on housing prices. Sense 2 - Software Tool:Multiple regression is also a feature or tool within statistical software packages that enables users to perform the analysis efficiently. These tools offer various options to specify the model, conduct diagnostics, and interpret results, making it easier for researchers to evaluate complex relationships. Sample Sentence: The researcher utilized SPSS software's multiple regression tool to conduct a comprehensive analysis of the experimental data. Related Products:To learn more about multiple regression and its applications, check out the following related products: | ||||
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