[Solution] THE DATA SET IS IN EXCEL FORMAT…..SEE ATTACHED FILE….Perform a correlation matrix on the entire data set. Specifically, your team is interested
Question: THE DATA SET IS IN EXCEL FORMAT…..SEE ATTACHED FILE….Perform a correlation matrix on the entire data set. Specifically, your team is interested in looking at variable correlations that exhibit strong correlation at the α = 0.01. These will be shaded a strong yellow color, if you use MegaStat® to perform your correlation matrix
If there are no correlations at the α = 0.01 level, then look at correlations that exhibit at the α = 0.05 level. These are the light yellow shaded regions in the output from MegaStat.
. When you have identified variable pairs that appear to be strongly correlated, perform a pair-wise linear regression analysis on the respective data columns to obtain the best fit slope and intercept for your data parings.
- Indicate which variable pairings exhibit strong correlation at the α = 0.01. If no variable combinations exhibit strong correlation at the α = 0.01 level, then indicate which ones exhibit correlation at the α = 0.05 level.
- Indicate whether these are positive or negative correlations.
- Describe how the variables interact. When one gets larger, does the other get larger or smaller?
- Next, perform a linear regression analysis on the pair-wise variables that exhibit strong correlation.
- Identify the slope and intercept of the linear regression line.
- Interpret the meaning of the slope
- Use this simple model to make a prediction of these variables 10 years into the future (from when the data was gathered). Do these predictions seem reasonable to your team, why or why not?
Deliverable: Word Document 