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leverage Starting in the 1980s and 1990s, there has been a steady increase in the number and types of assets that can be carried as a future as exchanges have proliferated products in a wide range of assets worldwide The futures markets resemble the forward markets described earlier However, the terms of the trade are standardized This standardization makes it simple for a hedge fund to buy a future one day and sell it later even if the counterparties of the trades are different Also, a third party called a clearinghouse acts as the counterparty for all trades on the exchange and assumes the responsibility for making or taking delivery Finally, each party must pay in unrecognized losses daily and may withdraw unrecognized gains Options Markets Hedge funds can use a second kind of derivative called options to create leverage.

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In this chapter, we present a exible and universal framework using the state-space approach to blind separation and ltering. As a special case, we consider the standard multichannel blind deconvolution problem with causal FIR lters. The state-space description of dynamical systems [659, 896] is a powerful and exible generalized model for blind separation and deconvolution or more generally for ltering and separation. There are several reasons why the state-space models are advantageous for blind separation and ltering. Although transfer function models in the z-domain or the frequency domain are equivalent to the state-space models in the time domain for any linear, stable time-invariant dynamical system, using transfer function directly it is di cult to exploit internal representation of real dynamical systems. The main advantage of the state-space description is that it not only gives the internal description of a system, but there are various equivalent canonical types of state-space realizations for a system, such as balanced realization and observable canonical forms [659, 896]. In particular, it is possible to parameterize some speci c classes of models which are of interest in applications. In addition, it is relatively easy to tackle the stability problem of state-space systems using the Kalman lter. Moreover, the state-space model enables a much more general description than the standard nite impulse response (FIR) convolutive ltering models discussed in the 9. In fact, all the known ltering models, such as the AR, MA, ARMA, ARMAX and Gamma ltering, could also be considered as special cases of exible state-space models [989, 1365].

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The Universal Product Code ( UPC ) (redundantly: UPC code) is a barcode symbology that is .... read UPC -like labels with his ring wand. In addition to reading regular labels, he read the large two-page centerfold label in the proposal booklet.

An option gives the holder the right but not the obligation to buy or sell an asset in the future A call gives the holder the right to buy the underlying asset A put gives the holder the right to sell the underlying asset Hedge funds can almost always buy an option for less cash than an outright purchase of an asset Hedge funds that invest a particular amount in calls or puts will generally have greater gains or losses than they would have gotten from an equal investment in the underlying asset Swap Derivatives A third type of derivative that can be used to create leverage is called a swap A swap is a contract to receive cash ows derived from one nancial instrument and pay cash ows derived from another nancial instrument Swaps are traded over-the-counter between customers and swap dealers.

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The swap agreements vary greatly as parties can negotiate any kind of agreement agreeable to both parties Most swaps, however, closely resemble an outright investment in a conventional asset plus funding of that position Swaps, therefore, create leverage for a hedge fund, often requiring little or no capital..

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4th More recently, OFDM applications were studied within the European Framework Advanced Communications Technologies and Services (ACTS) programme [494]. Specifically, the Pan-European Median project investigated a 155 Mbit/s (Mbps) Wireless Asynchronous Transfer Mode(WATM) network [495498], while theMagic WAND group [499,500] developed a wireless Local Area Network (LAN). Hallmann and Rohling [501] presented a range to of different OFDM-based systems that were applicable the European Telecommunication Standardization Institute s (ETSI) third-generation air interface [502].

argument. While it may be easier for the reader to assimilate the differentiation argument due to familiarity with the concept of derivatives and function minimization, the second argument on completion of squares will serve as a powerful example of the convenience of the vector notation. Since this argument will be useful in other scenarios as well, we choose to include it here for the benefit of the reader, in addition to the differentiation argument. Still, both arguments require careful reasoning, as we explain below. Later, when similar derivations are needed in other chapters, we shall move more swiftly through the presentation.

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FIGURE 11.19 This figure shows the effects of three different (increasing) Ripple filter Amount values. From the left, the Amount is set to 100 percent, then 300 percent in the middle, and finally 999 percent at the right. Amount: 100%, Size: Medium Amount: 300%, Size: Medium Amount: 999%, Size: Medium

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Aspect ratios The Animation (Timeline) panel Opening video files Trimming and rearranging video footage Adding files to a video project

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