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16-38. The purity of a chemical product is measured every two hours. The results of 20 consecutive measurements are as follows: Sample 1 2 3 4 5 6 7 8 9 10 Purity 89.11 90.59 91.03 89.46 89.78 90.05 90.63 90.75 89.65 90.15 Sample 11 12 13 14 15 16 17 18 19 20 Purity 88.55 90.43 91.04 88.17 91.23 90.92 88.86 90.87 90.73 89.78 (a) Set up a CUSUM control chart for this process. Use 0.8 in setting up the procedure, and assume that the desired process target is 90. Does the process appear to be in control (b) Suppose that the next ve observations are 90.75, 90.00, 91.15, 90.95, and 90.86. Apply the CUSUM in part (a) to these new observations. Is there any evidence that the process has shifted out of control 16-39. The diameter of holes is measured in consecutive order by an automatic sensor. The results of measuring 25 holes follow. (a) Estimate the process standard deviation. (b) Set up a CUSUM control procedure, assuming that the target diameter is 10.0 millimeters. Does the process

item that will hold the temperature reading as Temperature,but the name of the data item has no mandatory relationship with it contents. The listing for the Java class associated with the Temperature data item is shown in Figure 5.8. Definition of the member variables and methods of this class is entirely up to the programmer. Figure 5.9 shows a similar listing for the Fire data item, which is produced on a node by the Monitor task when a gradient violation is detected.

For comparison, you probably know that lms play at 24 fps, and television in the United States plays at about 30 fps. Computer displays can be driven at a great variety of actual refresh rates (usually around 60 fps), but when designing your application, target it for whatever speed you desire.

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3-1 DISCRETE RANDOM VARIABLES 3-2 PROBABILITY DISTRIBUTIONS AND PROBABILITY MASS FUNCTIONS 3-3 CUMULATIVE DISTRIBUTION FUNCTIONS 3-4 MEAN AND VARIANCE OF A DISCRETE RANDOM VARIABLE

Flash Player does not always display new frames at the rate you request The frame rate you set is a goal that Flash Player tries to achieve The actual frame rate is limited by many variables To render a frame, Flash Player must utilize enough CPU time to render the new frame before it is scheduled to display This can be limited by the complexity of the animation and ActionScript code that is running, the speed of the CPU and other hardware factors (bus speed, memory available, cache misses, and so on), as well as by the operating system and browser It s a lamented fact that no SWF le running in a browser runs as fast as it does in the standalone Flash Player application The plug-in architectures available on the various browsers limit the plug-in Flash Player s access to and allotment of resources.

3-6 BINOMIAL DISTRIBUTION 3-7 GEOMETRIC AND NEGATIVE BINOMIAL DISTRIBUTIONS 3-7.1 Geometric Distribution 3-7.2 Negative Binomial Distribution 3-8 HYPERGEOMETRIC DISTRIBUTION 3-9 POISSON DISTRIBUTION

After careful study of this chapter you should be able to do the following: 1. Determine probabilities from probability mass functions and the reverse 2. Determine probabilities from cumulative distribution functions and cumulative distribution functions from probability mass functions, and the reverse 3. Calculate means and variances for discrete random variables 4. Understand the assumptions for each of the discrete probability distributions presented 5. Select an appropriate discrete probability distribution to calculate probabilities in speci c applications 6. Calculate probabilities, determine means and variances for each of the discrete probability distributions presented Answers for most odd numbered exercises are at the end of the book. Answers to exercises whose numbers are surrounded by a box can be accessed in the e-Text by clicking on the box. Complete worked solutions to certain exercises are also available in the e-Text. These are indicated in the Answers to Selected Exercises section by a box around the exercise number. Exercises are also available for the text sections that appear on CD only. These exercises may be found within the e-Text immediately following the section they accompany.

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