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In: Statistics and Probability

Using data set E, answer the questions given below. DATA SET E Microprocessor Speed (MHz) and...

Using data set E, answer the questions given below.

DATA SET E Microprocessor Speed (MHz) and
Power Dissipation (watts) (n = 14 chips)

  Chip Speed (MHz) Power (watts)
  1989 Intel 80486 20       3      
  1993 Pentium 100       10      
  1997 Pentium II 233       35      
  1998 Intel Celeron 300       20      
  1999 Pentium III 600       42      
  1999 AMD Athlon 600       50      
  2000 Pentium 4 1300       51      
  2004 Celeron D 2100       73      
  2004 Pentium 4 3800       115      
  2005 Pentium D 3200       130      
  2007 AMD Phenom 2300       95      
  2008 Intel Core 2 3200       136      
  2009 Intel Core i7 2900       95      
  2009 AMD Phenom II 3200       125      

Click here for the Excel Data File

Choose the dependent variable (the response variable to be "explained") and the independent variable (the predictor or explanatory variable).

Dependent Variable
Speed
Power

   

Independent Variable
Power
Speed

Obtain the regression equation. (Round your answers to 3 decimal places.)

  Y   =     X   +   
Calculate R2adj. (Round your answer to 3 decimal places.)
  R2adj   

Solutions

Expert Solution

ANSWER:

(a)

The data set has two variables one is microprocessor speed (MHz) and the other is power dissipation (watts). It can be observed that the power depends on the microprocessor speed, since the microprocessor chip has so many features for computing and performing all calculations then the usage of power will be affected along with the speed. Here power is depending on speed of the microprocessor.

So, power can be considered as dependent variable and speed can be treated as an independent variable.

Part a
Therefore, the microprocessor speed (MHz) can be considered as an independent variable and power (watts) can be treated as dependent variable.


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