Regression

Table 4. Regression based off Engagement and its relation to household income.

EngagementIncomeR-squaredP-Value
Low EngagementLow Income0.0010280.795
High EngagementHigh Income  

Note: p<.05*, p<.01**, p<.001***

For this example of regression, the variables used were Engagement and income by household. I hypothesized that families who have better income will have more involvement in their child’s education. .

For every one-unit increase in income, involvement decreases 0.03715. Therefore, it appears involvement of an activity is negatively related to income. This finding is not significant. The R-squared statistic is 0.001028, meaning that this model explains 0.10 percent of the variation in the dependent variable (Involvement).