Question

In: Statistics and Probability

1. An investigator uses children’s WISC IQ scores as part of her study of how children...

1. An investigator uses children’s WISC IQ scores as part of her study of how children respond to different teaching methods. She obtains a random sample of four children from a 5th grade class and obtains their WISC IQ scores. Their scores are shown below. Her null hypothesis is that her sample does not differ from the general population of 5th graders, whose IQ scores are assumed to have a m of 100 and a s of 15. She decides to use the known m and s, adopts an a of .05, and uses a non-directional (i.e., 2-sided) alternative hypothesis.

IQ scores: 112, 110, 123, 115

Assume the investigator does not know m and wishes to construct a confidence interval using her sample mean, s, and sample size. Construct a 95% confidence interval for the mean (2-sided). Show your work. State your confidence interval and briefly explain what it means.

Solutions

Expert Solution

From the given data, the following statistics are calculated:

n = 4

= 460/4 = 115

s = 5.7155

SE = s/

= 5.7155/ =2.8578

= 0.05

ndf = n - 1 = 4 - 1 = 3

From Table, critical values of t = 3.1824

Confidence Interval:

115 (3.1824 X 2.8578)

= 115 9.0945

= (105.9055 124.0945)

So,

Confidence Interval:

105.9055 < < 124.0945

EXPLANATION:

The 95% Confidence interval: (105.9055 124.0945) is a range of values that likely to contain unknown population mean. If repeated samples are taken and the 95% confidence interval is computed for each sample, 95% of the intervals will contain the population mean.


Related Solutions

Question Set 2: Chapter 6 A. Scores on the Wechsler Intelligence Scale for Children (WISC) are...
Question Set 2: Chapter 6 A. Scores on the Wechsler Intelligence Scale for Children (WISC) are standardized to be normally distributed with a mean of 100 and standard deviation of 15. i. Compute the z score for a WISC score of 110. ii. Compute the z score for a WISC score of 90. iii. What is the WISC score of a child who scored 2 standard deviations above the mean? iv. What is the WISC score of a child who...
Question Set 2: Chapter 6 A. Scores on the Wechsler Intelligence Scale for Children (WISC) are...
Question Set 2: Chapter 6 A. Scores on the Wechsler Intelligence Scale for Children (WISC) are standardized to be normally distributed with a mean of 100 and standard deviation of 15. i. Compute the z score for a WISC score of 110. ii. Compute the z score for a WISC score of 90. iii. What is the WISC score of a child who scored 2 standard deviations above the mean? iv. What is the WISC score of a child who...
The IQ scores of children in a city are assumed to follow a normal distribution with...
The IQ scores of children in a city are assumed to follow a normal distribution with unknown mean μ and known variance σ^2. A random sample IQ scores with a size of 25 is drawn by a researcher. Based on this sample, a 97% confidence interval for μ is found to be (91.49,104.51). (a) Show that σ=15. (b) Another random sample of IQ scores with a size of 11 drawn and the scores are recorded as follows: 134, 95,102, 99,...
A recent study was done comparing the IQ scores of women and men. In a sample...
A recent study was done comparing the IQ scores of women and men. In a sample of 22 women, the average IQ score was 100.6 with a sample standard deviation of 7.3, and for a sample of 13 men, the average IQ score was 101.3 with a sample standard deviation of 9.8. Use a 0.01 level of significance to test the claim that the average IQ score for women and men is the same.
1. A psychologist would like to estimate the average IQ of Canadians. (IQ scores are known...
1. A psychologist would like to estimate the average IQ of Canadians. (IQ scores are known to follow a normal distribution with standard deviation 15.) She takes a sample of 49 Canadians and measures a sample mean IQ of 107.34 and a sample standard deviation of 17.36. (a) Use the information above to calculate a 92% confidence interval to estimate the average IQ of Canadians. (b) Interpret the confidence interval obtained in part (a). (c) Suppose the researcher also wishes...
Kuya conducted a study to investigate if children improve in their Verbal IQ within a period...
Kuya conducted a study to investigate if children improve in their Verbal IQ within a period of about seven years, when they were at age 6 and when they turned 13. The test scores range from 1 to 30. VERBAL IQ Age 6 Age 13 20 17 22 21 10 20 17 21 21 18 17 23 13 16 26 18 14 16 17 21 14 20 20 21 14 16 21 21 10 16 22 18 26 22 17...
In a study of environmental lead exposure and IQ, the data was collected from 148 children...
In a study of environmental lead exposure and IQ, the data was collected from 148 children in Boston, Massachusetts. Their IQ scores at age of 10 approximately follow a normal distribution with mean of 115.9 and standard deviation of 14.2.Suppose one child had an IQ of 74. The researchers would like to know whether an IQ of 74 is an outlier or not. Calculate the lower fence for the IQ data, which is the lower limit value that the IQ...
Jennifer falls in the 98th% in her Stanford-Binet IQ test scores at age 12. Discuss:   ...
Jennifer falls in the 98th% in her Stanford-Binet IQ test scores at age 12. Discuss:    1. What her score would actually be and how it’s computed, including her MA.    2. Whether this test can be a good or bad predictor of the child’s future          success in school and work.       3. What aspects of intelligence Sternberg and Gardner would argue are critical           in determining intelligence and are not measured by the Stanford-Binet test.
Arden and Plomin (2006) published a study reporting that IQ scores for boys are more variable...
Arden and Plomin (2006) published a study reporting that IQ scores for boys are more variable than IQ scores for girls. A researcher would like to know whether this same phenomenon applies to other measures of cognitive ability. A standard cognitive skills test is given to a sample of n = 15 adolescent boys and a sample of n = 15 adolescent girls, and resulted in the following scores. Boys Girls 9 5 3 9 7 6 5 4 6...
**can you explain how to solve on calculator** 1. Assume that adults have IQ scores that...
**can you explain how to solve on calculator** 1. Assume that adults have IQ scores that are normally distributed with a mean of 96.9 and a standard deviation of 19.9. Find the probability that a randomly selected adult has an IQ greater than 136.4 2. Find the area of the shaded region. The graph depicts the standard normal distribution of bone density scores with mean 0 and standard deviation 1. z= -.85, z= 1.26 3. Find the area of the...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT