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You are a program manager for a welfare agency. You want to consider variables that migh affect the length of unemployment. The table below lists
You are a program manager for a welfare agency. You want to consider variables that migh affect the length of unemployment. The table below lists categories of different factors that are hypothesized to be the most important in affecting the length of unemployment. Interpret and write up the results. | ||||||
Multiple Regression Output | ||||||
Model | ||||||
R | R-square | Adjusted R2 | SEE | |||
0.66 | 0.435 | 0.423 | 0.092 | |||
Dependent variable: Unemployment duration | ||||||
Coefficients | ||||||
Model | b | Std. Err. | t | P>|t| | ||
Constant | 0.231 | 0.03 | 7.740 | 0.000 | ||
Receives job training | -0.010 | 0.04 | -2.579 | 0.010 | ||
Marital status | -0.072 | 0.017 | -4.125 | 0.000 | ||
Medical condition | 0.013 | 0.005 | 2.540 | 0.012 | ||
Number of dependents | 0.000 | 0.001 | 0.252 | 0.802 | ||
Education | -0.003 | 0.003 | -0.834 | 0.405 | ||
Note: SEE = standard error of the estimate; Std. Err. = standard error;P>|t|= significance | ||||||
Marital status: 1 = married; 0 = not married |
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