Bivariate Regression Analysis - University of Texas at El Paso
Bivariate Regression Analysis
The most useful means of discerning causality and significance of variables
Purpose of Regression Analysis
? Test causal hypotheses
? Make predictions from samples of data
? Derive a rate of change between variables
? Allows for multivariate analysis (multiple causes and control variables)
Goal of Regression
? Draw a regression line through a sample of data to best fit.
? This regression line provides a value of how much a given X variable on average affects changes in the Y variable.
? The value of this relationship can be used for prediction and to test hypotheses and provides some support for causality.
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