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Posted: February 21st, 2023
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When developing a simple regression model one utilizes a method to predict a linear relationship between a dependent variable and an independent variable. However, there may be more than one independent variable that affect the dependent variable. In this case we utilize the multiple regression method. Review the following videos:
https://www.youtube.com/watch?v=ZkjP5RJLQF4 (22:55)
https://www.youtube.com/watch?v=wPJ1_Z8b0wk (25:16)
Describe the objective in using simple and or multiple regression models.
What does the ANOVA (analysis of variance) table demonstrate?
Define the coefficient of determination (r-square) and interpret its results (i.e. weak or strong relationship).
How do we determine whether our model determines a significant relationship between our variables? Evaluate at least two methods to arrive at your conclusions.
Describe the statistical inferences one can make utilizing the results of a regression model.
Directions to student: The final paragraph (three or four sentences) of your initial post should summarize the one or two key points that you are making in your initial response. You will be writing three or more discussion posts per week. Your main post must be two to three substantive paragraphs 150-200 total words and include at least two APA-formatted citations/references.
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