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If the distribution of X had been exponential rather than normal, the situation would be as shown in Fig. 15-1(b), and the probability that the random variable X is less than or equal 3 (note that when the median of an exponential distribution to the value x 2 when is 3, the mean is 4.33) is

c# upc-a reader

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coefficients for children and adults Split-Half Reliability Subtest/Scale Vocabulary Similarities Block Design Matrix Reasoning V-IQ P-IQ FS-IQ (4-subtest) FS-IQ (2-subtest) Ages 6 16 .89 .87 .90 .92 .93 .94 .96 .93 Ages 17 89 .94 .92 .92 .94 .96 .96 .98 .96 Test-Retest Reliability Ages 6 16 .85 .86 .81 .77 .92 .88 .93 .85 Ages 17 89 .90 .88 .86 .79 .92 .87 .92 .88

1 e 4.33

NOTE: Data are from The Psychological Corporation (1999). The samples used to obtained the stability coefficients were from the total standardization sample (1,100 children ages 6 16 and 1,145 adults ages 17 89). N = 116 in children s test-retest sample and N = 106 in adult s test-retest sample.

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1 4.33 x

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Thus, for the sign test depends not only on the alternative value of but also on the area to the right of the value speci ed in the null hypothesis under the population probability distribution. This area is highly dependent on the shape of that particular probability distribution.

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tests and V-IQ). Exact values for stability of IQ scales and subtests are listed in Table 15.1. In children, the mean stability coefficients ranged from .77 (Matrix Reasoning) to .86 (Similarities) and in adults from .79 (Matrix Reasoning) to .90 (Vocabulary). Interscorer reliability coefficients, obtained from four trained raters, were in the high .90s for all subtests. The practice effect for children ages 6 16 from the test-retest study averaged about 6 points for P-IQ and 3 points for V-IQ; for the FS-IQ, retest gains were about 5 points and 21 2 points for the four-subtest and two-subtest versions, respectively. For adults, as was true for the WAIS-III (see 6), practice effects were larger for younger than older adults. For ages 17 54 years, approximate retest gains were as follows: V-IQ (2 points), P-IQ (5 points), FSIQ-4 (4 points), and FS-IQ-2 (21 2 points). For ages 55 89, comparable values were: V-IQ (11 2 points), P-IQ (3 points), FS-IQ-4 (2 1 2 points), and FS-IQ-2 (2 points).

15-2.4

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Studies measuring the content, construct, convergent, discriminant, and clinical validity of the WASI are cited in the manual (Psychological Corporation, 1999) and provide evidence for the validity of the WASI as a quick screening measure of general intellectual ability. The WASI FS-IQ-4 is highly consistent with the FS-IQs of the Wechsler full batteries and accounts for 76% and 85% of the variance of the WISC-III and WAIS-III FS-IQs, respectively (Psychological Corporation, 1999). The correlations between the WASI and WISC-III were obtained from a sample of 176 children and 248 adults that provided the correlational data between the WASI and the WAIS-III. As shown in Table 15.2, the strongest associations between the WASI and the WISC-III and WAIS-III were between the FS-IQs of the tests. Joint factor analyses between the WASI and WISC-III (N = 176) and WAIS-III (N = 248) supported the WASI s construct validity (Psychological Corporation, 1999). The results of exploratory joint factor analysis with the WASI and WAIS-III resulted in the four WASI subtests loading strongly on the expected factors. WASI Vocabulary and Similarities had loadings of .90

If the underlying population is normal, either the sign test or the t-test could be used to test H0: possible among all tests that 0. The t-test is known to have the smallest value of have signi cance level for the one-sided alternative and for tests with symmetric critical regions for the two-sided alternative, so it is superior to the sign test in the normal distribution case. When the population distribution is symmetric and nonnormal (but with nite mean ), the t-test will have a smaller (or a higher power) than the sign test, unless the distribution has very heavy tails compared with the normal. Thus, the sign test is usually considered a test procedure for the median rather than as a serious competitor for the t-test. The Wilcoxon signed-rank test discussed in the next section is preferable to the sign test and compares well with the t-test for symmetric distributions.

EXERCISES FOR SECTION 15-2

c# upc-a reader

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