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0.744 0.669 0.693 0.627 0.788 0.739 0.719 0.532 0.695 0.656 0.823 0.811 0.691 0.649 0.711 0.698 0.623 0.612 0.742 0.67 0.744 0.652

haps even more important benefit of mechanical trading systems is their ability to instill trader confidence during periods of equity drawdowns Drawdowns in equity under management are a fact of life for all traders How traders handle these tough times ultimately will determine the degree of success that they and their portfolios will enjoy A key to successful trading during equity drawdowns is the maintenance of consistency and discipline Although it is never easy for traders to stick to rules of entry, exit, and risk management after suffering a string of losses, because mechanical trading systems are backtested prior to the commitment of capital, both portfolio managers and the investors they represent should enjoy greater confidence and tempered emotionalism during these inevitable periods of drawdowns in equity.

6 For the sauce, whisk together the plum sauce, mustard, and vinegar in a small bowl. 7 Remove the wontons from the steamer or rack and serve with the sauce.

In fact, it is quite common for asset allocators to dedicate additional funds to a trading system that is in the midst of a sizable equity drawdown The reasoning here is that if the fund manager maintains a strict, disciplined adherence to the trading system and the market subsequently fails to exceed the historical worst peak-to-valley equity drawdown, then commitment of additional investment dollars into such an environment actually represents lower risk and a greater potential for profit than could normally be achieved through implementation of the system.

Then calculate the shortest distance D from the GPS position p to the line that is de ned by Ax + By + C = 0 using the formula: D = |ApE + BpN + C| If D is equal to zero, then p is on the line. In addition, if D is positive, p is to the right of the line, or if D is negative, p is to the left of the line joining k to l. This information is of use to map-matching algorithms, and is used here. It is not simply a matter of nding the line segment nearest to position p. This will often give an incorrect result. For example, in Figure 5.1, the vehicle is on the highlighted road segment in the SW corner, but this is not the nearest road line segment to the position p. Given a single GPS point position for the vehicle, it is not possible to determine which road segment is correct, if there is more than one road segment in the neighbourhood of the possible true position. A better way to proceed is to match arcs de ned by a series of GPS point positions {p1, p2, p3 . . . , pn} with an arc de ned by a set of points that de ne a partial road centre-line {c1, c2, c3 . . . , cn}. One method used for matching two curves (arcs) is to use the distance between them (White et al., 2000).

But what if the largest historical drawdown from the backtested period is violated Either this can mean that our system s integrity remains intact and we simply need to scale down our volumetric exposure to adjust for unprecedented levels of performance volatility, or it can serve as a warning that the dynamics of the market may be shifting and our system should be modified or perhaps no longer traded Determining which of these two possibilities we are facing illustrates the importance of pairing robust mechanical trading systems with experienced traders and risk managers who are well versed at utilizing the price risk management tools discussed in this chapter..

This is a valuation ratio that measures a company s share price relative to its earnings per share (EPS). The numerator (price) is usually depicted as the current price of the stock, but when calculating historical P/E, the price at the time of the earnings is appropriate. The denominator of this ratio, however, can be open to interpretation because earnings can be de ned in a number of ways: GAAP EPS. This EPS gure is earnings per share that are reported in SEC lings and are based on generally accepted accounting principles (GAAP). Despite the fact that speci c accounting principles are used, company management can still manipulate the data to meet their own needs.

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