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Correlation vs Regression: What's the difference? 1 год назад


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Correlation vs Regression: What's the difference?

Often we find it confusing between correlation and regression. Here is the video for clarity. This video is made based on my blog: Gunawan, J. (2021). Correlation vs. regression. Retrieved from: https://jokogunawan.com/correlation-v... Explore the differences between Correlation and Regression in this insightful video! Both correlation and regression are statistical techniques used to analyze relationships between variables, but they serve distinct purposes and provide different insights. Learn about Correlation, which measures the strength and direction of a linear relationship between two continuous variables using the correlation coefficient (Pearson's r). Discover Regression analysis, which examines the relationship between a dependent variable and one or more independent variables, allowing for prediction and understanding of causal relationships. Compare and contrast the methodologies, assumptions, and interpretations of Correlation and Regression. Explore practical examples illustrating when to use each technique and how they contribute to data analysis and decision-making in research contexts. Join us as we unravel the nuances of Correlation vs Regression, providing clarity on their applications and implications in statistical analysis #correlation #regression #researchmethodology #statistics

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