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Wire Bond Pull Strength Data Pull Strength y 9.95 24.45 31.75 35.00 25.02 16.86 14.38 9.60 24.35 27.50 17.08 37.00 41.95 11.66 21.65 17.89 69.00 10.30 34.93 46.59 44.88 54.12 56.63 22.13 21.15 Wire Length x1 2 8 11 10 8 4 2 2 9 8 4 11 12 2 4 4 20 1 10 15 15 16 17 6 5 Die Height x2 50 110 120 550 295 200 375 52 100 300 412 400 500 360 205 400 600 585 540 250 290 510 590 100 400

trace(Date.parse("1/1/1970")); // 28800000

Figure 1-13 presents a three-dimensional plot of all 25 observations on pull strength, wire length, and die height. From examination of this plot, we see that pull strength increases as both wire length and die height increase. Furthermore, it seems reasonable to think that a model such as Pull strength

Did you notice something wrong with these examples Get a different value when you executed them Shouldn t the rst one return January 1, 1970 and the second one 0 They would, if you lived on the Greenwich meridian.

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would be appropriate as an empirical model for this relationship. In general, this type of empirical model is called a regression model. In s 11 and 12 we show how to build these models and test their adequacy as approximating functions. We will use a method for estimating the parameters in regression models, called the method of least squares, that traces its origins to work by Karl Gauss. Essentially, this method chooses the parameters in the empirical model (the s) to minimize the sum of the squared distances between each data point and the plane represented by the model equation. Applying this technique to the data in Table 1-2 results in Pull strength

As you know, one of the complications of our way of measuring time is the separation of our globe into time zones, where the same instant is a different time at different longitudes. The Date class also takes this into account. When you create a new Date object, ActionScript assumes you want it in your local time zone unless you specify a time zone, as in new Date("Jan 28 19:46:00 GMT-0500 2007"). Once you have a Date object, you can operate on it and reference it in either your local time zone or UTC.

(1-7)

where the hat, or circum ex, over pull strength indicates that this is an estimated or predicted quantity. Figure 1-14 is a plot of the predicted values of pull strength versus wire length and die height obtained from Equation 1-7. Notice that the predicted values lie on a plane above the wire length die height space. From the plot of the data in Fig. 1-13, this model does not appear unreasonable. The empirical model in Equation 1-7 could be used to predict values of pull strength for various combinations of wire length and die height that are of interest. Essentially, the empirical model could be used by an engineer in exactly the same way that a mechanistic model can be used.

UTC, or Coordinated Universal Time, is the same thing as GMT, Greenwich Mean Time, and is the neutral time zone So if you want two people on different parts of the globe to agree on what to call a certain time, they can both reference it by the same time zone to call it the same time That time zone is UTC or GMT, the time zone over the Greenwich meridian in Great Britain So by referencing times with respect to UTC, you can avoid geographical implications Because epoch time is measured relative to a speci c instant, you need that reference point to be xed The epoch is not just January 1, 1970 at midnight; it s January 1, 1970, midnight at UTC.

14 1-4

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