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Let s return to the gender breakdown of five people on a committee This example shows that even when there is a 50% chance of members being male or female, there is still a chance of finding a unisex committee (either all male or all female) In fact, 62% of the time the committee is unisex assuming that the participants are chosen randomly Another way of looking at this is that if there were enough committees, about 62% of them would be unisex, assuming the members are chosen randomly from a pool that is half women and half men Does one committee that is unisex support that idea that gender was used to select the members Or, is it reasonable that the committee was selected randomly Intuitively we might say that it is obvious that gender was used as a selection criterion.

Because people of only one gender were included, it seems obvious that people of the other gender were excluded This intuition would be wrong over 6% of the time And without any other information, whether we think the committee shows bias or not depends on our own personal confidence thresholds The Null Hypothesis is that the committee members are chosen randomly, without regard to gender What is the confidence that the Null Hypothesis is true, assuming that there is one committee and that committee is unisex Out of 32 possible gender combinations, two are unisex Randomly, unisex committees would be chosen 2/32 or 6% of the time A common statistical test is 5%, so this exceeds the statistical threshold Using this level of statistical significance, even a unisex committee is not evidence of bias On the other hand, a unisex committee is either all female or all male.

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As you can see, the various fields are separated by ampersands (&), and the individual words within the responses are separated by plus signs. Most non-alphanumeric characters such as the exclamation mark in the example are represented by their hexadecimal values. Decoding this text string is called parsing the response.

2 As we will show in a later section, the distribution of length scales characteristic of chaotic ows spans more than four orders of magnitude.

Looking at the particular gender reduces the possibilities to one out of 32 (that is, one out of 32 possible committees are all female; and one out of 32 are all male) Including the gender changes the confidence to about 3%, in which case an all-male or all-female committee suggests that the Null Hypothesis is false,.

This work was commissioned by the UK e-Science Core Programme Directorate and funded by the UK Department of Trade and Industry and by the Engineering and Physical Sciences Research Council. The chapter presents the joint work of the whole Architectural Task Force, namely, Malcolm Atkinson (chair) Jon Crowcroft David De Roure Vijay Dialani Andrew Herbert Ian Leslie Ken Moody Steven Newhouse Tony Storey National e-Science Centre Cambridge University Southampton University Southampton University Microsoft Research Cambridge Cambridge University Cambridge University Imperial College, London IBM Hursley Laboratory, UK

If you don t want to use Flash Communication Server to deliver FLV files to your audience, you re in luck. Flash Player 7+ enables Flash movies (SWF files) to directly load FLV files at runtime, over a standard HTTP (Hypertext Transfer Protocol) connection. HTTP is the same protocol used to view regular web pages and content. You simply upload your FLV file to your web server, point your Flash movie to the FLV file s location, and viewers can watch progressive download FLV content. The following list provides some reasons why you might want to deliver FLV files over HTTP: Cost effective If you re making Flash content for the Web, you already have a web server that you can use to deliver FLV files. Easy to implement Once you learn how to load an FLV file into a Flash movie with ActionScript (as discussed in the next section), you do not need to learn a new serverside language to serve the video file (as Flash Communication may require, depending on the complexity of your application). However, there are some drawbacks, including the following: Potential bandwidth overhead When you load an FLV file from a web server, the entire file is downloaded to the user s machine. It doesn t matter if the user watches only a portion of it once a web server receives a request for a resource, it can deliver only the whole resource, not just a portion of it.

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