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Red-Eye Correction can be applied to eyes that were at an angle or did not receive the full bene t from the Red-Eye Reduction Lamp after the image has been taken. RedEye Correction uses Face Detection to remove the red re ected from eyes in ash photography.

Minitab will also perform these calculations. Refer to Table 11-2. The predicted value of y at x 1.00 is shown along with the 95% CI on the mean of y at this level of x. By repeating these calculations for several different values for x0 we can obtain con dence limits for each corresponding value of Y 0 x0. Figure 11-7 displays the scatter diagram with the tted model and the corresponding 95% con dence limits plotted as the upper and lower lines. The 95% con dence level applies only to the interval obtained at one value of x and not to the entire set of x-levels. Notice that the width of the con dence interval on Y 0 x0 increases as 0 x0 x 0 increases.

If we extend the attack to include k2, then the expected number of surviving fills is 12.6144 = 576 128

11-7

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An important application of a regression model is predicting new or future observations Y corresponding to a speci ed level of the regressor variable x. If x0 is the value of the regressor variable of interest,

Y0

in 50 R.C., Gaius Julius Caesar described the use of a specific cipher that, goes by the name of Caesar s c2pher.l In Caesar s cipher, encryption is ac Historians generally agree that the Caesar s cipher was named after the Roman dictator. not t h e salad.

x 1 0

(11-32)

complished by replacing each plaintext letter with its corresponding shiftby-three letter, that is, A is replaced by D, B is replaced by E, C is replaced by F, and so on. At the end of the alphabet, a wrap around occurs, with X replaced by A, Y replaced by B and Z replaced by C. Decryption is accomplished by replacing each ciphertext letter with its corresponding left-shift-by-three letter, again, taking the wrap around into account. Suppose we assign numerical values 0 , 1 , . . . ,25 to the letters A, B, . . . ,Z, respectively, Let p i be the ith plaintext letter of a given message, and ci the corresponding ith ciphertext letter. Then Caesar s cipher can be mathematically stated as ci = pi 3 (mod 26) and, therefore, pi = ci - 3 (mod 26). In Caesar s cipher, the key is 3 , which is not very secure, since there is only one key-anyone who knows that the Caesar s cipher is being used can immediately decrypt the message.

is the point estimator of the new or future value of the response Y0. Now consider obtaining an interval estimate for this future observation Y0. This new observation is independent of the observations used to develop the regression model. Therefore, the con dence interval for Y 0 x0 in Equation 11-31 is inappropriate, since it is based only on the data used to t the regression model. The con dence interval about Y 0 x0 refers to the true mean response at x x0 (that is, a population parameter), not to future observations.

Let Y0 be the future observation at x x0, and let Y0 given by Equation 11-32 be the estimator of Y0. Note that the error in prediction

Y0

A simple substitution (or mono-alphabetic substitution) cipher is a generalization of the Caesar s cipher where the key can be any permutation of the alphabet. For the simple substitution, there are 26! = 288 keys available. This is too many keys for any attacker to simply try them all, but even with this huge number of keys, the simple substitution cipher is insecure. Before we discuss the attack on the simple substitution, we consider a few special types of related ciphers that have been used in the past.

Y0 2

To use the Red-Eye Correction feature, follow these steps: 1. Place the camera in Playback mode. 2. Press the Menu button and use the 4-Way Controller to navigate to Red-Eye Correction. 3. Press the Function/Set button.

x 22

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