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Instruction 13  ANOVA F=5.41118 Significance F=0.040201\begin{array}{ll}\text { ANOVA }\\ F=5.41118 & \text { Significance } F= \\& 0.040201\end{array}

question 181

Multiple Choice

Instruction 13.8
A weight-loss clinic wants to use regression analysis to build a model for weight-loss of a client (measured in kilograms) . Two variables thought to effect 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 kilograms)
X1 = Length of time in weight-loss program (in months)
X2 = 1 if morning session, 0 if not
X3 = 1 if afternoon session, 0 if not (Base level = evening session)
Data for 12 clients on a weight-loss program at the clinic were collected and used to fit the interaction model:
Y = ?0 + ?1X1 + ?2X2 + ?3X3 + ?4X1X2 + ?5X1X3 + ?
Partial output from Microsoft Excel follows:
 Regression Statistics MultipleR 0.73514 R Square 0.540438 Adjusted R Square 0.157469 Standard Error 12.4147 Observations 12\begin{array}{ll}\text { Regression}\\\text { Statistics}\\ \text { MultipleR } & 0.73514 \\\text { R Square } & 0.540438 \\\text { Adjusted R Square } & 0.157469 \\\text { Standard Error } & 12.4147 \\\text { Observations } & 12\end{array}

 ANOVA F=5.41118 Significance F=0.040201\begin{array}{ll}\text { ANOVA }\\ F=5.41118 & \text { Significance } F= \\& 0.040201\end{array}


 Coeff  StdError  t Stat  p-value  Intercept 0.08974414.1270.00600.9951 Length (X1) 6.225382.434732.549560.0479 Morn Ses (X2) 2.21727222.14160.1001410.9235 Aft Ses (X3) 11.82333.15453.5589010.0165 Length* Morn Ses 0.770583.5620.2163340.8359 Length*Aft Ses 0.541473.359880.1611580.8773\begin{array}{lllll}&\text { Coeff }&\text { StdError }&\text { t Stat }&\text { p-value }\\\text { Intercept } & 0.089744 & 14.127 & 0.0060 & 0.9951 \\\text { Length }\left(X_{1}\right) & 6.22538 & 2.43473 & 2.54956 & 0.0479 \\\text { Morn Ses }\left(X_{2}\right) & 2.217272 & 22.1416 & 0.100141 & 0.9235 \\\text { Aft Ses }\left(X_{3}\right) & 11.8233 & 3.1545 & 3.558901 & 0.0165 \\\text { Length* Morn Ses } & 0.77058 & 3.562 & 0.216334 & 0.8359 \\\text { Length*Aft Ses } & -0.54147 & 3.35988 & -0.161158 & 0.8773\end{array}
-Referring to Instruction 13.8,what is the experimental unit for this analysis?


Definitions:

Prospecting Application Letters

Written communications used to inquire about potential job openings or to express interest in working for a company, even when no job has been advertised.

Panel Interview

A job interview where the candidate is questioned by multiple interviewers simultaneously.

Interview Process

A structured interaction between a job applicant and an employer aimed at assessing the applicant's suitability for a specific position.

Prospecting

The act of seeking out prospective clients, customers, or purchasers to expand business opportunities.

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