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The start of any fraud and corruption risk management strategy is an assessment of the risks facing a company. The details are commonly assembled in a spreadsheet or database, which can be great for control purposes but may not be easy for senior executives or directors to interpret quickly. A heat map, which illustrates cold to hot risk scenarios, can be a great way to communicate the key results. A sample heat map of fraud and corruption risks shows the likelihood of speci c risks and the potential signi cance of each item s impact, as shown in Figure 1.1. This sample heat map depicts the hypothetical results of a fraud risk assessment for one company with ten risks identi ed. The map is simpli ed since in reality there would often be many more risks identi ed that would be grouped together, or not considered signi cant and omitted entirely. Fraud and corruption risks, and the resulting heat map, would vary by industry and by company based on the entity s facts and circumstances. Your company s fraud and corruption risk heat map might look quite different. If we placed heat maps representing different time periods over the course of two or three years next to each other, we would see the fraud risks evolving over time. Think for example, about stock option administration. A chart looking ahead to the year 2006 could likely be very different from the chart looking ahead to

See paragraph 10.1.4.3, GSM Doc 28/85, rev.2, Annex 3. A more developed version can be found in GSM WP1 Doc 4/86, a rst approved version in GSM WP1 Doc 30/ GSM WP1 Doc 45/87.

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his chapter provides a brief overview of the podcasting process, the tools you need, and how to use them. This chapter is light on explanation: Its purpose is to give you a whirlwind tour to get you excited to learn more about each step, so that when you start podcasting for real, you create first-class programming. Part of this chapter involves signing up for a podcast hosting account, which brings up an interesting point. When you actually launch your podcast, you re going to want to stick with the name of your podcast and the URL of the site that s hosting it. If you go through all the steps in this chapter, you ll end up with a podcast that is live and on the Web. If you re not quire ready for prime time, we ll try to point out the steps you may want to skip until you re truly ready. So with that brief introduction and a few words of caution, let s do it.

Flowgraph model for progression to state 4 starting in state 2 for the diabetic retinopa-

The starting material for cocoa and chocolate is the seed of Theobroma cacao which was rst cultivated by the Aztec and Mayan civilisations more than 2500 years ago and imported by the Spanish in 1528 Processing is in the tropics where the cocoa is grown, with ensuing manufacturing in the countries where the end products are consumed There are two major types of T cacao Criollo affords cocoas that have a re ned avour but low yield Forastero affords much higher yields and is therefore the predominant type used, accounting for approximately 95% of the cocoa beans used in the manufacture of chocolate and cocoa products Cocoa pods (Fig 161) develop on the trunks and branches of the tree and are harvested throughout the year They comprise an embryo and shell.

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FIGURE 5.20 Combining cash flows. a long put option. A callable bond has a payoff profile of a short put option as it is a combination of being long a bullet bond and a short call option. Since a putable and a callable are both ways for an investor to benefit from steady or rising interest rates, it is unusual for investors to have both putables and callables in a single portfolio. Accordingly, it is important to recognize that certain pairings of callables and putables can result in a new cash flow profile that is comparable to a long forward/future. Let us now look at a combination of a long spot position and a short forward/future position. This cash flow combination ought to sound familiar because it was first presented in 4 as a basis trade (see Figure 5.21). Next let us consider how an active delta-hedging strategy with cash and forwards and/or futures can be used to replicate an option s payoff profile. Specifically, let us consider creating a synthetic option.

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