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The dependent variable in the regression analysis is one A) which influences the value of the independent variable B)whose value is to be predicted C)which can choose its value independently D) none of the above?
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The dependent variable in the regression analysis is one A) which infl...

Dependent Variable in Regression Analysis

Definition:
In regression analysis, the dependent variable is the variable that is being predicted or explained. It is the outcome or response variable that is influenced by the independent variables.

Role of Dependent Variable:
The dependent variable is crucial in regression analysis as it is the variable whose value we are trying to predict based on the values of the independent variables. The relationship between the dependent and independent variables helps in understanding how changes in the independent variables affect the dependent variable.

Identification:
- The dependent variable is typically denoted as "Y" in regression equations.
- It is the focus of the analysis, and its value depends on the values of the independent variables.

Not Influencing Independent Variable:
The dependent variable does not influence the value of the independent variable. Instead, it is influenced by the independent variable, making it the target of prediction or explanation in the regression model.

Conclusion:
In regression analysis, the dependent variable plays a crucial role as the variable whose value is to be predicted or explained. Understanding the relationship between the dependent and independent variables helps in making informed decisions and predictions based on data analysis.
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The dependent variable in the regression analysis is one A) which influences the value of the independent variable B)whose value is to be predicted C)which can choose its value independently D) none of the above?
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The dependent variable in the regression analysis is one A) which influences the value of the independent variable B)whose value is to be predicted C)which can choose its value independently D) none of the above? for UPSC 2024 is part of UPSC preparation. The Question and answers have been prepared according to the UPSC exam syllabus. Information about The dependent variable in the regression analysis is one A) which influences the value of the independent variable B)whose value is to be predicted C)which can choose its value independently D) none of the above? covers all topics & solutions for UPSC 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for The dependent variable in the regression analysis is one A) which influences the value of the independent variable B)whose value is to be predicted C)which can choose its value independently D) none of the above?.
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