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(500 basis points) on an annualized basis. For future reference, make note that a basis point represents a 0.01% return and can be stated as either positive or negative. This exhibit clearly shows that CAM has performed well in the recent past (year-to-date, one-year periods) and over the longer term ( ve-year and inception periods). However, the three-year comparative return is more subdued. We can deduce that something had a negative impact on relative performance roughly two to three years ago. To gain a better understanding of when this occurred, we review the calendar year performance in Exhibit 4.11. The relative performance table in Exhibit 4.11 indicates what we had expected that the CAM portfolio had experienced some performance problems in the middle of its track record relative to the small-cap value benchmark. Speci cally, the CAM portfolio underperformed the small-cap value index in years 2000 and 2001. Exhibit 4.12 breaks down the performance of the CAM portfolio and contrasts it to the performance of the benchmarks on a monthly basis. The table lists the monthly returns and calculates the value added in the columns to the right. The value added is simply the difference of the return of the CAM portfolio minus that of the benchmark. The highlighted numbers represent negative relative performance. This table is simple in design, but tells plenty about the portfolio s performance history and speci cally about its performance consistency. EXHIBIT 4.11 Calendar Year Performance

, 1995, A low-cost localisation system based on map matching technique, in Proceedings of the International Conference on Intelligent Autonomous Systems, Karlsruhe, Germany, pp 72 77 Martin, D, 1996, Geographic Information Systems: Socioeconomic Applications, 2nd edn, London: Routledge Martin, E, 2000, Geographic Information Systems Analysis Lecture 27, Universityb of Washington, http://facultywashingtonedu/geog460/lectures/lec27html, accessed February 2003 Matt, M, 2004, Editorial / April 2004 / Finding your friends with SMS and GPS, http://wwwmtekkcomau/browse/page766html, accessed October 2005 Mattos, PG, 1993, Intelligent sensor integration algorithms for vehicles, in Proceedings of ION GPS-93, Sixth International Technical Meeting of the Satellite Division of The Institute of Navigation, Salt Lake City, Utah, pp 1591 1597..

Until now, we have deliberately chosen elementary methods that apply to general random processes, not necessarily Gaussian. In the Gaussian case, even when the parameter varies in a set that does not have a restricted geometric structure, the question of continuity can be addressed using speci c methods. As we have remarked several times already, we only need to consider centered processes. Let {X(t) : t T } be a centered Gaussian process taking values in R. We assume that T is some metric space with distance denoted by . On T we de ne the canonical distance d, d(s, t) := E(X(t) X(s))2 .

Background checks are designed to verify details about an investment professional s life and covers a wide variety of areas, including: education, employment, legal, and nancial. As a result, they tend to be time-consuming and expensive. Most rms elect to outsource this function to rms that specialize in conducting background checks. Good background checks can cost between $1,000 and $3,000 depending on the depth of background check required. While a full-blown background check is a valuable tool, it is not always necessary when conducting our analysis. I will often spot-check an investment professional s background by picking one or two items and obtaining veri cation. For example, I might elect to verify an individual s graduate degree or status as a CFA. I typically request a full background check when I am dealing with a younger or smaller rm or when I do not have any personal connection to any of the investment professionals managing the product under review. A good background check will look into and verify the following: Educational history verbal/written veri cation of all the educational institutions as well as any awards, certi cations, or recognized achievements listed by the referencee in his/her resume or biography. Employment history verbal/written veri cation of the referencee s places of employment as well as veri cation of the time frames and, if possible, job responsibilities. Legal status written veri cation of the referencee s current status regarding lawsuits in the United States (and abroad, if appropriate). Certi cations/designations/licenses verbal/written veri cation that the referencee has all of the certi cations, designations, and licenses listed on the resume or highlighted in the ADV form and biography.