This is a practice test.  I would like to know how to solve using excel or megastat The following table lists a portion of Major League Baseball’s (MLB’s) leading pitchers, each pitcher’s salary (In $ millions), and earned run average (ERA) for 2008.     Salary ERA J. Santana   16.0     2.38   C. Lee   1.0     2.50   ⋮   ⋮     ⋮   C. Hamels   0.1     2.93     Excel Data   Salary ERA J. Santana 16.0 2.38 C. Lee 1.0 2.50 T. Lincecum 0.4 2.21 C. Sabathia 6.0 2.00 R. Halladay 5.0 2.12 J. Peavy 5.4 2.75 D. Matsuzaka 6.8 2.72 R. Dempster 5.6 2.10 B. Sheets 10.5 2.85 C. Hamels 0.1 2.93 a-1. Estimate the model: Salaryˆ= β0 + β1ERA + ε. Salary = ?   + ?  ERA   a-2. Interpret the coefficient of ERA. multiple choice A one-unit increase in ERA, predicted salary decreases by $0.11 million. A one-unit increase in ERA, predicted salary increases by $0.11 million. A one-unit increase in ERA, predicted salary decreases by $5.84 million. A one-unit increase in ERA, predicted salary increases by $5.84 million.   c. Use the estimated model to predict salary for each player, given his ERA. For example, use the sample regression equation to predict the salary for J. Santana with ERA = 2.38.    Name               Predicted Salary in Millions J Santana C Lee T Lincecum C Sabathia R  Halladay J Peavy  Matsuzaka R Dempster B Sheets C Hamels

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This is a practice test.  I would like to know how to solve using excel or megastat

The following table lists a portion of Major League Baseball’s (MLB’s) leading pitchers, each pitcher’s salary (In $ millions), and earned run average (ERA) for 2008.
 

  Salary ERA
J. Santana   16.0     2.38  
C. Lee   1.0     2.50  
       
C. Hamels   0.1     2.93  
 

Excel Data

  Salary ERA
J. Santana 16.0 2.38
C. Lee 1.0 2.50
T. Lincecum 0.4 2.21
C. Sabathia 6.0 2.00
R. Halladay 5.0 2.12
J. Peavy 5.4 2.75
D. Matsuzaka 6.8 2.72
R. Dempster 5.6 2.10
B. Sheets 10.5 2.85
C. Hamels 0.1 2.93

a-1. Estimate the model: Salaryˆ=

β0 + β1ERA + ε.

Salary = ?   + ?  ERA

 

a-2. Interpret the coefficient of ERA.

multiple choice

  • A one-unit increase in ERA, predicted salary decreases by $0.11 million.
  • A one-unit increase in ERA, predicted salary increases by $0.11 million.
  • A one-unit increase in ERA, predicted salary decreases by $5.84 million.
  • A one-unit increase in ERA, predicted salary increases by $5.84 million.
     
    c. Use the estimated model to predict salary for each player, given his ERA. For example, use the sample regression equation to predict the salary for J. Santana with ERA = 2.38. 
     
    Name               Predicted Salary in Millions
  • J Santana
  • C Lee
  • T Lincecum
  • C Sabathia
  • R  Halladay
  • J Peavy
  •  Matsuzaka
  • R Dempster
  • B Sheets
  • C Hamels 
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