JWU Data Analytics Multiple Linear Regression Census Education Data Paper
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Using the information provided in the weekly reading and video provided, perform a multiple linear regression analysis including your (2-3) independent variables and one dependent variable. Describe your results using the regression statistics learned in Weeks 4 & Week 6. Address the following to complete this assignment:
Is your overall regression model statistically significant?
- How much of the variance in your dependent variable is explained by the model? Include the appropriate model statistic.
Describe the strength and direction of each relationship between your independent and dependent variables using the appropriate statistics.
Reflect upon your hypotheses. How should these relationships be visualized to communicate important findings to a decision-maker?
