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The Billingsley Health Center offers a regimented weight loss program for its customers. The program director monitored 83 men. The table contains data on the

The Billingsley Health Center offers a regimented weight loss program for its customers. The program director monitored 83 men. The table contains data on the weight they lost after six weeks on the program and the average daily calories each consumed per day. (Use Excel to generate the results of the linear regression)

Weight Loss Calories
10 2053
15 1985
10 2045
17 1936
12 2027
11 2028
11 2038
9 2056
13 1986
14 1970
16 1996
10 2049
13 2024
15 1976
9 2055
10 2050
10 2037
14 1959
5 2120
13 2015
9 2080
17 1936
17 1946
13 1977
10 2050
6 2120
7 2078
11 2043
8 2095
7 2094
10 2052
11 2035
12 2020
11 2029
16 1945
14 1995
15 1996
10 2059
11 2028
15 1958
10 2057
14 1979
8 2089
15 1957
9 2070
7 2092
3 2154
12 2029
12 2025
8 2086
8 2092
12 2000
12 2020
13 2003
12 2019
16 1973
12 2026
11 2059
12 2009
16 1964
9 2052
14 1992
11 2023
11 2036
8 2088
7 2092
9 2070
6 2102
9 2066
19 1920
19 1914
16 1963
12 2014
9 2072
14 1990
15 1972
10 2062
11 2047
10 2070
12 2014
7 2091
13 2015
13 1980

a) Develop a regression model using calories as the independent variable and weight lost as the dependent variable. What percentage of the variation in weight lost is explained by the average calories consumed?

b) Test using an alpha = 0.05 level to determine if the regression slope coefficient is statistically significant.

c) Use the regression model to describe the relationship between calories consumed and weight lost.

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