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3) will allow a comparison of the PACS installation and operation costs with those of the lmbased operation Tables 181 and 182 give an overview of the lm-based operation.

VBA enables you to easily retrieve, create, and manipulate objects. To get a list of objects, open the Object Browser by clicking Object Browser on the VBA IDE Standard toolbar or choosing View Object Browser. Objects are organized into libraries. All the objects that you work with in AutoCAD are in the AutoCAD library. To see the list of AutoCAD objects, click the <All Libraries> drop-down list and choose AutoCAD. You can see the result in Figure 37.1.

When generating calibration equations using samples of known composition, the independent variable is represented by the spectroscopic readings (ie, log 1/R) at speci c wavelengths, while the concentration of the analyte of interest, for example, determined by traditional laboratory techniques, is the dependent variable Spectral raw data may have a distribution or shape that is not optimal for analysis Background effects, baseline shifts, measurements in different conditions, different variances in interfering variables and the like can complicate information extraction using multivariate methods It is important to minimize the noise introduced by such effects Preprocessing operations include centering, weighting, and numerous mathematical transformations Mean centering consists of subtracting the average spectra from each individual spectrum This ensures that all results will be interpretable in terms of variation around the mean considered as the model center.

This is useful with models in which a linear relationship between spectral data and response data is supposed to go through the origin Depending on the kind of information to be extracted from the spectral data, weights based on the standard deviation (ie, square root of the variance, which expresses the variance in the same unit as the original variable) may be used for scaling This may be a typical pretreatment for PCA, PLS, or PCR calibrations which are projection methods based on nding directions of maximum variation, thus depending on the relative variance of the variables A possible weighting option is the 1/SD standardization, which gives all variables the same variance, that is, 1 In this case all variables are given the same chance to in uence estimation of the components.

This is advisable if the variables are measured with different units, have different ranges, or are of different types It is also possible to x a constant weight for each variable manually Weighting involves stretching and shrinking by measuring a position relative to the extremes in the actual spectral data table By standardizing the spectra, variation in the data set is performed relative to the extremes in the data table However, this procedure emphasizes the relative in uence of unreliable or noisy attributes 4236 Mathematical Pretreatment and Transformation.

As mentioned at the beginning of the paths discussion, saving a path is an integral step in the pathcreation process. You can store every path you draw and keep it right where you need it in case you decide later to reselect an area. Because Photoshop defines paths as compact mathematical equations, they take up virtually no room when you save an image to disk so you can make as many paths as you need in a given image and not worry about the impact on your hard drive. You save one or more paths by choosing the Save Path command from the Paths palette menu or by simply double-clicking the italicized Work Path item in the scrolling list. After you perform the save operation, during which you name the path, the path name appears in non-italicized characters in the palette. A path listed in the palette can include any number of separate paths. In fact, if you save a path and then set about drawing another one, Photoshop automatically adds the new path in with the saved path. To start a new path under a new name, you first must hide the existing path. Or click the new path icon the little page at the bottom of the Paths palette to establish an independent path. To hide paths, you can click the empty portion of the scrolling list below the last saved path name. You can even hide unsaved paths in this way. If you hide an unsaved path and then begin drawing a new one, however, the unsaved path is deleted, never to return again.

- - + 7 - - + 12 v( l ) = 48 2