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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 $millions) of CEO's of 170 large public companies and the investment returns in 2012.
- Using Excel Data Analysis, find the descriptive measures of the two data sets and describe the shape of the two data sets based on comparison of Mean and Median.
- Find the Coefficient of Variation for the two data sets and determine which set has higher variability per unit of the mean.
- Sort the data set based on Compensation and return separately (2 sorts) and identify top 5 corporations with highest return and highest compensations.
- Find the histogram of the two sets. For Total Compensation use Bins (5,10,15, ...,50) and for Return use Bins (-40, -30 ,.... , 99, 100). Describe the shapes based on histograms.
- Find the ratio of "Return/Total Comp." in a new column. Based on this ratio, list top 5 corporations with highest ratio and 5 with lowest ratios.List 3 companies that you would invest in.
- Construct scatter plot of Compensation (X) vs. Return (Y). Find best fitted linear line and R2. Is CEO compensation a good indicator of corporate performance? Explain.
Company | Compensation ($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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