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TABLE 14-11 A Weight-Loss Clinic Wants to Use Regression Analysis to Build

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TABLE 14-11
A weight-loss clinic wants to use regression analysis to build a model for weight loss of a client (measured in pounds) .Two variables thought to affect weight loss are client's length of time on the weight-loss program and time of session.These variables are described below:
Y = Weight loss (in pounds)
X1 = Length of time in weight-loss program (in months)
X2 = 1 if morning session,0 if not
Data for 25 clients on a weight-loss program at the clinic were collected and used to fit the interaction model:
Y = β0 + β1X1 + β2X2 + β3X1X2 + ε
Output from Microsoft Excel follows: TABLE 14-11 A weight-loss clinic wants to use regression analysis to build a model for weight loss of a client (measured in pounds) .Two variables thought to affect weight loss are client's length of time on the weight-loss program and time of session.These variables are described below: Y = Weight loss (in pounds)  X<sub>1</sub><sub> </sub>= Length of time in weight-loss program (in months)  X<sub>2</sub> = 1 if morning session,0 if not Data for 25 clients on a weight-loss program at the clinic were collected and used to fit the interaction model: Y = β<sub>0</sub> + β<sub>1</sub>X<sub>1</sub> + β<sub>2</sub>X<sub>2</sub> + β<sub>3</sub>X<sub>1</sub>X<sub>2</sub> + ε Output from Microsoft Excel follows:   -Referring to Table 14-11,which of the following statements is supported by the analysis shown? A) There is sufficient evidence (at α = 0.05) of curvature in the relationship between weight loss (Y) and months on program (X<sub>1</sub>) . B) There is sufficient evidence (at α = 0.05) to indicate that the relationship between weight loss (Y) and months on program (X<sub>1</sub>) varies with session time. C) There is insufficient evidence (at α = 0.05) of curvature in the relationship between weight loss (Y) and months on program (X<sub>1</sub>) . D) There is insufficient evidence (at α = 0.05) to indicate that the relationship between weight loss (Y) and months on program (X<sub>1</sub>) varies with session time.
-Referring to Table 14-11,which of the following statements is supported by the analysis shown?

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Conventional Charts

Traditional graphical representations of data, such as bar graphs, line charts, and pie charts, used to visualize information.

Line Charts

A type of chart that displays information as a series of data points connected by straight line segments, commonly used to visualize trends over time.

Vertical Axis

A line or scale along the side of a chart or graph that shows the value of something.

Horizontal Axis

In graphs and charts, the x-axis that runs left to right and typically represents the independent variable or time.

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