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Central Tendency: A number of measures for the central tendency of a variable can be calculated, including the mean or average value, the median or the middle number based on an ordering of all values, and the mode or the most common value. Since the mean is sensitive to outliers, the trimmed mean may be considered which refers to a mean calculated after excluding extreme values. In addition, median values are often used to best represent a central value in situations involving outliers or skewed data. Variation: Different numbers show the variation of the data set s distribution. The minimum and maximum values describe the entire range of the variable. Calculating the values for the different quartiles is helpful, and the calculation determines the points at which 25% (Q1), 50% (Q2), and 75% (Q3) are found in the ordered values. The variance and standard deviation are usually calculated to quantify the data distribution. Assuming a normal distribution, in the case of standard deviation, approximately 68% of all observations fall within one standard deviation of the mean, and approximately 95% of all observations fall within two standard deviations of the mean. Shape: There are a number of metrics that de ne the shape and symmetry of the frequency distribution, including skewness, a measure of whether a variable is skewed to the left or right, and kurtosis, a measure of whether a variable has a at or pointed central peak.

We use the terms propensity and likelihood interchangeably to refer to the conditional probability of an event (e.g. moving, being located) given a set of covariates.

import Threading class MyThread(Threading.Thread):

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Rarely do beans work in isolation from each other Even in the simple example application that we've been walking you through you can see evidence of a number of beans colluding to make a complete application For example, the Mailer bean uses the Customer and Order beans to do its work In each of these examples, the receiver bean (typically a session bean) has been given the bean instances to work with directly What happens when your code is inside one bean and would like to make a call to another bean Passing a reference to this In traditional desktop applications, the use of callback style methods (such as event listeners) is very common not only for GUI work, but also for internal structures.

of life for the IGPs during reconvergence. The same properties are inherited by LDP, by virtue of it relying on the IGP for routing decisions. We will discuss how such loops are created and what their impact is in the Protection and Restoration chapter of this book ( 3). 4. The IGP convergence time poses a lower bound on the LDP convergence time. Assuming that the IGP implements smart fast-convergence mechanisms the traffic loss is in the range of 1 2 seconds, orders of magnitude larger than RSVP s fast-reroute time. The IETF is currently working on adding fast-reroute capabilities to LDP. This is discussed in more detail in the Protection and Restoration chapter of this book ( 3). 5. Loss of synchronization between the IGP and LDP can result in traffic loss. As always, for situations where two protocols must operate in tandem, there is a potential for race conditions. Let us take a closer look at a race condition caused by the loss of synchronization between LDP and the IGP. In the diamondshaped topology in Figure 1.4, LSR A is advertising a binding for its loopback FEC A. To start with, all links have the same metric, and the link C D does not exist in the topology. From D s point of view, the LSP for FEC A follows the path D B A. At a later time the link C D is added to the topology with a metric that is better than the metric of link B D, causing the IGP shortest path from D s

A text box to accept the customer name A combo box to display the list of the various account types available at the bank site

The <res-ref-name> is the JNDI name that we use in our code to get the DataSource. The <res-type> element provides the fully qualified class name of the class that is returned by the lookup. The <res-auth> element says that the container has the responsibility for providing username and password needed to generate connections from the DataSource. Finally, <res-sharing-scope> says that this resource is sharable with other beans. The </session> tag ends the changes to the ejb-jar.xml file.

Note: All trade summaries include $100 round-turn trade deductions for slippage and commissions. Data source: CQG, Inc.

This situation would also have been an opportunity to use the . and .. special files introduced in 4. How would the noble Don have done that He could have started in the lower /home/quixoted/noble subdirectory, not in the higher /home/quixoted directory, and entered the following:

You understand the importance of defining interfaces in your Java applications. In this chapter, we showed you the XML equivalents of this concept. Now that you are able to impose this structure and work within it, you're ready for the next chapter's look at parsing XML documents. In your quick travel through DTDs and schema, you learned the following:

We also want to maintain the following information about each user:

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