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The purpose of the present section is to prove the following: Theorem 13.4 (Aza s-Wschebor, 2005c). Assume that A = aij i,j =1,...,n , n 3 and that the aij s are i.i.d. standard normal random variables. Then there exist universal positive constants c and C such that for x > 1, C c < P( (A) > nx) < . x x Remarks 1. The limiting distribution of (A)/n as n has been computed in Edelman s thesis (1989). The interest in this theorem lies in the uniformity of the statement and in the relationship that the proof below establishes with Rice s formulas. 2. This theorem, and related ones, can be considered as results on the Wishart matrix AT A. Introducing some minor changes, it is possible to use the same methods to study the condition number of AT A for rectangular n m matrices A having i.i.d. standard normal entries, n > m. 3. We will see below that c = 0.13 and C = 5.60 satisfy (13.13) for every n = 3, 4, . . .. Using the same methods, one can obtain more precise upper and lower bounds for each n. Improved values for the constants, as well as extensions to rectangular matrices and to other canonical non-Gaussian distributions can be found in a paper by Edelman and Sutton (2005), where the proofs are based on the analytic theory of random matrices. In particular, for the constant C these authors show evidence for the value C = 2. See the numerical application in the next section. Proof of Theorem 13.4. Recall the notation in the introduction of this chapter. It is easy to see that, almost surely, the eigenvalues of AT A are pairwise different. We introduce the following additional notation:

1. True or false: The listing of terminal environment variables contains all the variables found in your current shell. 2. True or false: When creating built-in variables, you have to ensure that their names are in uppercase. Otherwise, the operating system does not process them properly. 3. What methods can you use to set variable values 4. What are the differences between the .bash_profile and .bashrc files 5. True or false: You have to have a .bashrc file when you are using the bash shell. 6. True or false: The init process is considered the parent of all processes. 7. Which file is called the global profile Why 8. Define the following: HISTSIZE HISTFILE 9. True or false: After an alias is defined in your .bashrc file, you cannot undo its functionality with unalias. 10. Fill in the blanks. In the bash shell, _________________ is to /etc/profile as __________________ is to .bash_profile. See Appendix C for answers.

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When planning the trip, once hotel, air, and car arrangements have been made, users need: to get pocket cash and travelers cheques in the destination currency while still at home (Juan) to know whether their mobile will work at their destination (Justine, Juan) to know the cost of operating their mobile at their destination (note that a US phone operating in the UK can cost USD3 per minute, with per minute billing) (Juan) to know whether mobile data services will work at their destination, and the cost (Justine, Juan) to make any necessary plans to get mobile voice or web services (all) to understand any cultural differences (appropriate dress, business card etiquette, and haggling practices, for example) (Juan) When packing and doing other last-minute planning, users need: information on any updated airport security arrangements, particularly carry-on restrictions (all) current traffic conditions on the likely routes to the airport (all) current security delays (all) flight status (all) when to leave the current location, based on all of the above, to make the flight (all) to know what records need to be kept for any relevant tax refund for non-citizens (Juan, Justine) When traveling to the main destination, users need: to get pocket cash in the destination currency (Justine) to acquire any necessary supplemental telecommunications equipment (Juan) gate information, name brand restaurants, stores, and bars in the airport (Justine, all) When at the main destination, users need: to get from the airport to the next destination, whether that is attraction, hotel, or meeting, without getting lost (all) to be able to select ground transportation, such as taxi or shuttle, that is reliable and appropriately priced (Justine, Juan)

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Note, however, that the input message, if any, still displays if the check box is checked in the Input Message tab.

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