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= D(p(xn+1 )||q(xn+1 )) + D(p(xn |xn+1 )||q(xn |xn+1 )). Since both p and q are derived from the Markov chain, the conditional probability mass functions p(xn+1 |xn ) and q(xn+1 |xn ) are both equal to r(xn+1 |xn ), and hence D(p(xn+1 |xn )||q(xn+1 |xn )) = 0. Now using the nonnegativity of D(p(xn |xn+1 )||q(xn |xn+1 )) (Corollary to Theorem 2.6.3), we have D(p(xn )||q(xn )) D(p(xn+1 )||q(xn+1 )) or D( n || n ) D( n+1 || n+1 ). (4.45) (4.44)

The dashboard software must provide an efficient way for the dashboard experience to be personalized. There are two types of personalization to consider: (1) user driven and (2) template driven. User-driven personalization means that each user should have the capacity to exercise limited control over the layout of the dashboard and help determine the metrics and alerts that will be displayed to him or her. Template-driven personalization refers to the capacity of the dashboard software to filter the data based on the user s profile, while simultaneously displaying the dashboard generated from a single template. If the dashboard solution will be deployed across hundreds and thousands of users, the features of template-driven personalization must be closely scrutinized. There is a strong word of caution on this issue: Even some of the industry-leading solutions have fallen short on this feature, and this insufficiency makes a large deployment expensive to deploy and maintain.

7.8.1 Background and Purpose Metallic Trunk Signaling 7.9.1 Basic Loop Signaling 7.9.2 Reverse-Battery Signaling Review Exercises References

If you decided you don t want to be stuck using the default font on the system and you don t want to play games with creating images of text instead of sending the text then you may want to take advantage of the CSS capability that specifies which local fonts the system ought to use. Because you can t know which fonts are installed on the browser and you can t even know whether the browser is a PC, a Mac, or something else (unless you are developing for an intranet) CSS gives you the option of specifying a list of fonts from which the browser can select. It will use the first listed font that matches one currently installed. To be even more thorough, after specifying each specific font name you would prefer the browser to use, you can specify font family names; doing so ensures that if none of your specified fonts is present, the browser selects something that at least looks similar.

The carbonaceous aerosols in the atmosphere can be identi ed as primary organic aerosols (POAs) and as secondary organic aerosols (SOAs) if they are primary emitted or secondary formed in the atmosphere, respectively The SOA forms as an oxidation product of gaseous organic precursors with low vapour pressure As discussed previously, the distinction between EC and OC is operationally de ned and arbitrary There are several methodologies for the determination of EC and OC that result in an uncertainty in the distinction of these forms of carbonaceous aerosols The determination of the organic aerosols based at a molecular level is also a challenging task since thousands of organic compounds are present in the PM Soot is the only observed carbon particle form that includes all types of organic matter and is a synonymous of combustion-generated primary carbonaceous aerosols.

investigating these influences for many years. While most practicing clinical psychologists primarily work with individuals, couples, and families rather than with large organizations or groups, issues such as culture, socioeconomic factors, ethnicity, sexual orientation, religious background, social support, and community resources have received a great deal of attention concerning their important influences on human behavior (APA, 1993b, 2003; L. Brown, 1990; Greene, 1993; S. Jones, 1994; Lopez et al., 1989; National Mental Health Association, 1986; D. Sue & Sue, 2003; S. Sue, 1983, 1988; Tharp, 1991; U.S. Department of Health and Human Services, 1990, 2000). Professionals maintain that individual behavior is often influenced by the cultural environment as well as by larger social and even political factors. Homelessness, poverty, racism, ethnicity, underemployment, abuse, and even the weather can influence behavior (APA, 1993b, 2003; Cardemil, & Battle, 2003; Economic Report of the President, 1998; O. Lewis, 1969; Lex, 1985; Roysircan, Sandhu, & Bibbins, 2003; Tharp, 1991). Thus, individual human behavior cannot be viewed apart from the larger social context. For example,