The data below is for a hypothetical study investigating the Systolic Blood Pressure (SBP) of construction workers. The table shows respective measurements of 20 workers along with hours of work per day and the area of the city the work took place. [You can use Excel-Data Analysis – Regression or http://vassarstats.net/multU.html] SBP Hrs/day Area 109.6 7 east 107.4 8 east 140.3 9 east 146.5 12 east 98.2 6 east 137.8 9 east 124.1 10 east 113.2 8 east 127.8 9 east 125.3 8 east 108.5 6 west 181.3 13 west 137.4 10 west 146.2 10 west 142.4 9 west 123.7 8 west 129.6 8 west 143.6 9 west 160.7 11 west 148.3 9 west a) What is the regression equation? b) Interpret the meaning of the slopes in this problem. d) At the 0.05 level of significance, determine whether each independent variable makes a contribution to the regression model. Indicate the most appropriate regression model for this set of data
The data below is for a hypothetical study investigating the Systolic Blood Pressure (SBP) of construction workers. The table shows respective measurements of 20 workers along with hours of work per day and the area of the city the work took place.
[You can use Excel-Data Analysis – Regression or http://vassarstats.net/multU.html]
SBP |
Hrs/day |
Area |
109.6 |
7 |
east |
107.4 |
8 |
east |
140.3 |
9 |
east |
146.5 |
12 |
east |
98.2 |
6 |
east |
137.8 |
9 |
east |
124.1 |
10 |
east |
113.2 |
8 |
east |
127.8 |
9 |
east |
125.3 |
8 |
east |
108.5 |
6 |
west |
181.3 |
13 |
west |
137.4 |
10 |
west |
146.2 |
10 |
west |
142.4 |
9 |
west |
123.7 |
8 |
west |
129.6 |
8 |
west |
143.6 |
9 |
west |
160.7 |
11 |
west |
148.3 |
9 |
west |
- a) What is the regression equation?
- b) Interpret the meaning of the slopes in this problem.
d) At the 0.05 level of significance, determine whether each independent variable makes a contribution to the regression model. Indicate the most appropriate regression model for this set of data
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