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The Excel Data File in Below includes the total compensation (in $millions) of CEO's of 170 large public companies and the investment returns in 2012.


 


The Excel Data File in Below includes the total compensation (in $millions) of CEO's of 170 large public companies and the investment returns in 2012.


  1. Using Excel Data Analysis, find the descriptive measures of the two data sets and describe the shape of the two data sets based on comparison of Mean and Median.


  1. Find the Coefficient of Variation for the two data sets and determine which set has higher variability per unit of the mean.


  1. Sort the data set based on Compensation and return separately (2 sorts) and identify top 5 corporations with highest return and highest compensations.


  1. Find the histogram of the two sets. For Total Compensation use Bins (5,10,15, ...,50) and for Return use Bins (-40, -30 ,.... , 99, 100). Describe the shapes based on histograms.


  1. Find the ratio of "Return/Total Comp." in a new column. Based on this ratio, list top 5 corporations with highest ratio and 5 with lowest ratios.List 3 companies that you would invest in.
  2. Construct scatter plot of Compensation (X) vs. Return (Y). Find best fitted linear line and R2. Is CEO compensation a good indicator of corporate performance? Explain.
Company Compensation ($millions) Return in 2012 (%)
Berkshire Hathaway 15.4 -36
Whole Foods Market 7.2 -35
Cincinnati Financial 5.3 -29
M&T Bank 6.6 -28
Kimco Realty 9 -25
People's United Financial 8.4 -20
Fastener 9.5 -19
O'Reilly Automotive 20.5 -16
TECO Energy 6.9 -15
AGL Resources 9.7 -12
MeadWestvaco 9.2 -11
Sigma-Aldrich 4.7 -10
FLIR Systems 8.1 -10
Apartment Investment and Management 10 -10
Genuine Parts 8.6 -9
C.H. Robinson Worldwide 4.2 -8
Intuitive Surgical 6 -8
Total System Services 5 -7
Helmerich & Payne 7 -7
F5 Networks 10 -6
Newfield Exploration 10 -6
CenterPoint Energy 5.3 -4
Ryder System 5.5 -4
Gannett 16 -4
Kellogg 8.4 -3
Bemis 13.4 -3
First Horizon National 5.8 -2
Americans 10.1 -2
Eastman Chemical 3.7 -1
International Game Technology 4.3 -1
McCormick & Company 11.5 0
PNC Financial Services Group 8.3 1
Carnival 8.2 2
Weyerhaeuser 11.7 2
Joy Global 12.7 2
St. Jude Medical 7.1 3
Huntington Bancshares 7.4 3
Sempra Energy 15 3
Moody's 6.3 4
Baker Hughes 10.7 4
Spectra Energy 12 4
MetroPCS Communications 7.1 5
American Electric Power 20.4 5
AmerisourceBergen 21.1 5
PACCAR 5 6
Allegheny Technologies 8.7 6
Comerica 12.6 6
Northern Trust 15.4 6
Rowan 4.9 7
NRG Energy 13 7
FMC 18 7
DTE Energy 21.6 7
Avery Dennison 6.7 8
Cabot Oil & Gas 13.2 8
Snap-on 3.8 9
Beam 8.7 9
C.R. Bard 8.7 9
Tenet Healthcare 9.1 9
Dominion Resources 13.1 9
International Flavors & Fragrances 4.5 10
Duke Energy 8.5 10
Human 9.7 10
Public Service Enterprise Group 12.7 10
T. Rowe Price Group 11.6 11
W.W. Grainger 3.8 12
Hershey 5 12
United States Steel 10.7 12
BB&T 11.8 12
SunTrust Banks 13.8 13
Reynolds American 5.7 14
Edison International 11.8 14
EQT 5.7 15
Ecolab 7 15
Fifth Third Bancorp 7.8 15
Newmont Mining 9.5 15
Wisconsin Energy 11.6 15
McGraw-Hill 17.1 15
Ball 21.8 15
Applied Materials 8.4 17
Fluor 16.6 17
XL Group 17.9 17
Peabody Energy 21 17
Noble 5.1 18
Norfolk Southern 9.3 18
Progressive 11.3 18
TE Connectivity 4.6 19
PerkinElmer 6.3 19
Discover Financial Services 6.7 19
AES 8.5 19
CareFusion 8.6 19
Hess 10.6 19
Agilent Technologies 23.8 19
VF 25 19
U.S. Bancorp 7.2 20
Coca-Cola Enterprises 16.3 20
Motorola Solutions 18.5 20
Life Technologies 8 21
Harley-Davidson 10.1 21
Teradata 10.2 21
Covidien 20.5 21
Kimberly-Clark 4.7 22
United Parcel Service 8.9 22
Stanley Black & Decker 10.3 22
Sherwin-Williams 28 22
treasure 7.1 23
L-3 Communications Holdings 3.3 24
Textron 5.7 24
Corning 8.8 24
Chubb 9.1 24
Dover 9.8 24
Alcoa 9.1 25
Equifax 12 25
BorgWarner 7.9 26
HCP 10.2 26
Praxair 10.3 26
NYSE Euronext 12 26
Adobe Systems 12.3 26
Delphi Automotive 0.5 27
Aflac 7.6 27
Franklin Resources 10.3 27
Apple 12.8 27
Marathon Petroleum 19.3 27
Valero Energy 10.3 28
PepsiCo 18.5 28
ISIS of Pont de Nemours 3 29
Analog Devices 6.7 29
Cigna 7.2 29
Bank of New York Mellon 8.2 29
Whirlpool 9.4 29
Marathon Oil 16.1 29
Lennar 20.7 30
Texas Instruments 7.9 31
MetLife 12.3 32
Goodyear Tire & Rubber 12.8 32
PPG Industries 25 32
Verizon Communications 2.1 34
Pentair 6.1 35
Schlumberger 11.3 35
Gilead Sciences 7.6 37
Hewlett-Packard 10.3 37
IBM 22.6 37
Bristol-Myers Squibb 16 38
Baxter International 23.9 39
Ameriprise Financial 5.5 41
Honeywell International 35 41
EMC 11.7 42
Deere 5.2 47
DirecTV 38.9 48
General Dynamics 45 48
Pfizer 1.3 50
Eaton 14.7 50
Wells Fargo 6.8 51
Allergan 6.4 52
Occidental Petroleum 8.1 58
General Electric 7.9 59
Qualcomm 9.8 60
AT&T 8.6 61
Boeing 12.5 65
Coca-Cola 13.5 65
United Technologies 12.4 73
Capital One Financial 39 73
Lockheed Martin 11 74
Tyco International 9.9 76
Abbott Laboratories 12.3 76
Prologis 5.9 77
American Express 12.2 78
Viacom 15.3 79
Starbucks 11.2 90
Walt Disney 12.9 95
eBay 13 100

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