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The decomposition of value added into asset allocation, security selection, and interaction management effects can be done using any appropriate portfolio segmenting scheme. For example, we can analyze performance by asset class, industry, attractiveness rating, market capitalization, and other factors. One drawback to the analysis performed so far is that we are attributing performance one factor at a time. If assets are allocated within the fund using a multilevel security classi cation hierarchy, we can derive more information by calculating additional asset allocation effects at each level. Let s begin with a single level example. Exhibit 18.8 shows a single period return decomposition where stocks are classi ed by economic sectors, and we perform the attribution at this level. For brevity we show only two sectors and combine the selection and interaction effects into the selection effect. There was 1.00% of value added over the benchmark, earned primarily by the combined effects of underweighting the technology sector (0.425%) and earning a better return on the stocks within the technology sector (0.350%). Now, suppose we know that the manager also looks at individual industries within the economic sectors when making asset allocation decisions. We expand the segments to the industry level in Exhibit 18.9. We have three industry segments within each economic sector. Taking a top-down view of the performance of the portfolio we nd the following: 1. There was value added due to economic sector weighting decisions. The fund is overweight in nancial stocks, and nancial stocks did better than the benchmark as a whole (12.92% versus 3.00%). The underweight to the technology sector when technology did worse than the average sector also added value ( 1.25% versus 3.00%). Column D shows the contributions from the sector decisions. We calculate the

Whichever stabilization system is used, the drift rate of the platform orientation (due primarily to solar radiation pressure) is of the order of 0.02 per hour. When the drift shows up as an error in the North-South pointing (usually called "roll" error), it is corrected through the use of small jets, magnetic torquers, or altering the position of "solar sails". The errors around the spacecraft/Earth line (undetectable by Earth pointing) are allowed to build up, as such errors have only very small effects on communication performance, and show up within the next six hours as North-South pointing errors.

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This is a large and important area of security, but we tend to make it more difficult than it needs to be simply because we enable more than we should. By enabling less, we have to do and manage less, and we give the hacker fewer methods by which to attack us. But something about human nature drives us to want to get our money s worth, and vendors respond to this tendency and enable everything in their products by default; needless to say, doing this also reduces the number of support calls they have to answer because everything works out of the box. As I ve noted several times in this book, when we opt for default enablement we make things that much easier for hackers. With that cautionary note in mind, review these summary guidelines: Remember, addressing is everything. When it comes to network-based hacking, addressing is everything. How you plan addressing, what information you expose about it, and how it adapts all determine the fate of your security plan to a significant extent. Fill the necessary skill sets. Security staff must have a solid understanding of static and dynamic IP network addressing, spoofing, routing, tunneling, virtual IP addressing, the notion of protocols and protocol numbers, and how all of this relates to routing. They must understand filtering and all aspects of network address translation (NAT). In sum, they must have the disablement mind-set, as discussed in 2. Inform intrusion-detection and vulnerability analysis (IDS/VA) systems as to what belongs and what does not. This closely relates to your IDS and vulnerability analysis plan because IDS and vulnerability analysis

ENDNOTES 1. Jan Heier, Michael Dugan, and David Sayers, A Century of Debate for Internal Controls and Their Assessment: A Study of Reactive Evolution, Accounting History (November 2005): 39 70. 2. Alice M., Rivlin, Director. White House Circular A-123, Management Accountability and Control. URL: http://www.whitehouse.gov/omb/circulars/ a123/a123.html. 3. Khalid Kark, 2007 Security Budgets Increase: The Transition to Information Risk Management Begins, Forrester Research ( January 9, 2007). 4. Deloitte Touche Tohmatsu, 2006 Global Security Survey. URL: www .deloitte.com/dtt/research/0,1015,sid=2211&cid=121523,00.html. 5. Veterans Affairs Data Security announcement disclosed a breach occurred in August 2006 involving 26 million veteran identities. URL: http://www.usa.gov/veteransinfo.shtml. 6. Deloitte Research, A Risk Management Study: Disarming the Value Killers (February 2005). 7. Process modified from online article, Efficiency Gains: Can You Prove It by Rebecca Wettemann (May 2005).

The nice thing about partition tables is that no special code is required to query either across multiple underlying partition tables or from only one partition table. The Query Optimizer automatically uses the right tables to retrieve the data. The $partition operator can return the partition table s integer identi er when used with the partition function. The next code snippet counts the number of rows in each partition:

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