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The tted simple linear regression model (with the coef cients reported to three decimal places) is

Special control and maintenance processes are in place to make sure that security patches issued by solution providers are installed as soon as possible. Security is viewed as an important aspect to ensure business continuity in the medium term.

ment might measure behavioral content.) Although Guilford (1977, 1988) modified his model, replacing Figural content with Auditory and Visual contents, and dividing Memory into short-term and long-term components, we have elected to define WAIS-III subtests from Guilford s original model. That original model remains more popular and is more familiar, and is probably more readily understood by clinicians, particularly those who have applied SOI theory to Wechsler profile interpretation in the past. The third dimension of the model, the products (how the stimuli are organized), are of less general importance to WAIS-III interpretation and are not considered here; however, in the subtest-by-subtest analysis that follows, the products are indicated (except for Information, which includes several). Meeker (1969) classified Wechsler subtests according to the major abilities that each measures; obviously, all tasks involve cognition to some extent, but this operation is only listed for a task when it is of primary importance.

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14.947 x

This model is plotted in Fig. 11-4, along with the sample data. Computer software programs are widely used in regression modeling. These programs typically carry more decimal places in the calculations. Table 11-2 shows a portion of the output from Minitab for this problem. The estimates 0 and 1 are highlighted. In subsequent sections we will provide explanations for the information provided in this computer output.

Operations (Intellectual Processes) Cognition (C) Memory (M) Evaluation (E) Convergent Production (N) Divergent Production (D)

The organization uses an auditing process to improve its security if needed. Security measures are implemented afterwards if they are implemented at all. There is no real attention to security during change processes.

Using the regression model of Example 11-1, we would predict oxygen purity of y 89.23% when the hydrocarbon level is x 1.00%. The purity 89.23% may be interpreted as

Immediate awareness, recognition, or comprehension of stimuli Retention of information in the same form in which it was stored Making judgments about information in terms of a known standard Responding to stimuli with the unique or best answer Responding to stimuli where the emphasis is on a variety or quality of response (associated with creativity)

99 Oxygen purity y (%)

Figure 11-4 Scatter plot of oxygen purity y versus hydrocarbon level x and regression model y 74.20 14.97x.

The organization proactively seeks ways to improve its security in a fundamental way. Maturity models are used to identify the current level of security, and targets

Contents (Nature of the Stimuli) Figural (F) Symbolic (S) Semantic (M) Behavioral (B)

Table 11-2 Minitab Output for the Oxygen Purity Data in Example 11-1 Regression Analysis The regression equation is Purity Predictor Constant HC Level S 1.087 74.3 14.9 HC Level Coef 74.283 14.947 R-Sq

Description Shapes or concrete objects Numerals, single letters, or any coded symbol Words and ideas that convey meaning Primarily nonverbal, involving human interactions with a stress on attitudes, needs, thoughts, and so on

0

524 15

SE Coef 1.593 1.317 87.7%

The organization of WAIS-III subtests by operation and content is shown in Table 10.8, including our classifications of new subtests; only the major ability (semantic memory) is listed for Information, although scattered items assess other abilities as well. Meeker s (1969) regrouping of Wechsler s subtests according to Guilford s structure-ofintellect model has several valuable features: An alternative explanation of the Working Memory factor and Bannatyne Sequential

T 46.62 11.35 R-Sq (adj)

category in terms of symbolic content (number ability). A rationale for Picture Arrangement s frequent concordance with a person s verbal rather than nonverbal abilities (according to Meeker, despite its use of pictures, it is the semantic meaning of the pictures that is manipulated mentally). An explanation for those profiles in which Comprehension is more in agreement with Performance than Verbal scores (a strength or weakness in the operation of evaluation).

for future security levels are set and agreed. There is a formal planning, execution and reviewing process to make sure the new security level is reached. Security is seen as a subject with multiple comfort levels.

P 0.000 0.000 87.1%

WAIS-III Subtest Verbal Comprehension Vocabulary Similarities Information Comprehension* Perceptual Organization Picture Completion Block Design Matrix Reasoning Picture Arrangement* Figural Figural Figural Figural Figural Semantic Figural Behavioral Figural Semantic Symbolic Symbolic Symbolic Symbolic Figural Symbolic Figural Figural Figural Semantic Figural Behavioral Semantic Semantic Semantic Semantic Cognition Memory Evaluation ConvergentProduction

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