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The scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above D)none of the above?
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The scatter diagram fails to A) Distinguish between different types of...
Scatter Diagram Limitations
Failure to Distinguish between different types of correlation
- A scatter diagram does not provide information about the direction or strength of the relationship between variables. It simply shows the data points on a graph without indicating whether the correlation is positive, negative, or neutral.
- Without this distinction, it becomes challenging to interpret the significance of the relationship between the variables accurately.
Failure to Measure the extent of relationship between the variables
- While a scatter diagram can visually represent the data points, it does not quantify the extent of the relationship between the variables.
- Without a measure of correlation or regression analysis, it is difficult to determine how closely the variables are related and to what degree one variable influences the other.
Combination of both limitations
- Therefore, the scatter diagram fails to distinguish between different types of correlation and measure the extent of the relationship between the variables.
- This lack of information can lead to misinterpretation of the data and potentially incorrect conclusions.
Conclusion
- In conclusion, while scatter diagrams are useful for visually representing data points, they have limitations in terms of analyzing the correlation between variables.
- To overcome these limitations, it is essential to complement the scatter diagram with statistical techniques such as correlation analysis or regression analysis for a more comprehensive understanding of the relationship between variables.
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The scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above D)none of the above?
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The scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above 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 scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above 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 scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above D)none of the above?.
The scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above 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 scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above 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 scatter diagram fails to A) Distinguish between different types of correlation B) Measure the extent of relationship between the variables C)both a) and b) above D)none of the above?.
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