Deck 4: Percentiles percentile Ranks standard Scores and the Normal Distribution
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Deck 4: Percentiles percentile Ranks standard Scores and the Normal Distribution
1
The score value corresponding to a given percentile rank is referred to as a(n)_____.
A)optimal value
B)median value
C)standard score
D)percentile
A)optimal value
B)median value
C)standard score
D)percentile
D
2
The _____ and the _____ of a set of standard scores is always equal to 1.00.
A)mean;variance
B)standard deviation;variance
C)variance;range
D)mean;standard deviation
A)mean;variance
B)standard deviation;variance
C)variance;range
D)mean;standard deviation
B
3
In all normal distributions,the mean,the median,and the mode are all:
A)unequal to each other
B)standardized to 1.00
C)evenly distributed
D)equal to each other
A)unequal to each other
B)standardized to 1.00
C)evenly distributed
D)equal to each other
D
4
All normal distributions are _____ in nature.
A)asymmetrical
B)theoretical
C)leptokurtic
D)all of these
A)asymmetrical
B)theoretical
C)leptokurtic
D)all of these
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5
A standard score converts a score from its original,or raw form to a form that takes into consideration its standing relative to the _____ and _____ of the entire distribution of scores.
A)percentile;percentile rank
B)percentile;standard deviation
C)mean;percentile rank
D)mean;standard deviation
A)percentile;percentile rank
B)percentile;standard deviation
C)mean;percentile rank
D)mean;standard deviation
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6
The score value corresponding to a given percentile rank is referred to as a _____.
A)z-score
B)percentage
C)percentile
D)none of these
A)z-score
B)percentage
C)percentile
D)none of these
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7
A percentile rank reflects a(n)_____ measure of relative standing.
A)nominal
B)ordinal
C)interval
D)ratio
A)nominal
B)ordinal
C)interval
D)ratio
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8
A survey finds that 50% of college students spend 10 hours or less on homework weekly.The percentile rank of _____ is _____.
A)50;10
B)10;50
C)50;50
D)cannot be determined
A)50;10
B)10;50
C)50;50
D)cannot be determined
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9
The percentage of scores in a distribution that occur at or below a given value is the _____ of that value.
A)relative percentage
B)standard deviation
C)percentile rank
D)relative distribution
A)relative percentage
B)standard deviation
C)percentile rank
D)relative distribution
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10
A survey finds that 80% of high school students scored at least 75 on a given intelligence test.The 80th _____ is _____.
A)percentile;75
B)value;75
C)score;75%
D)percentile;25
A)percentile;75
B)value;75
C)score;75%
D)percentile;25
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11
The number of standard deviation units that a score falls above or below the mean is represented by the _____.
A)median frequency
B)percentile rank
C)relative frequency
D)standard score
A)median frequency
B)percentile rank
C)relative frequency
D)standard score
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12
All normal distributions are:
A)asymmetrical about the mean
B)characterized by a "bell shape"
C)positively skewed
D)a and b
A)asymmetrical about the mean
B)characterized by a "bell shape"
C)positively skewed
D)a and b
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13
A standard score represents the number of _____ that a score falls above or below the mean.
A)units
B)percentile units
C)standard deviation units
D)standard score units
A)units
B)percentile units
C)standard deviation units
D)standard score units
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14
A standard score of _____ indicates that the original score is equal to the mean.
A)0
B)+1.00
C)-1.00
D)1.96
A)0
B)+1.00
C)-1.00
D)1.96
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15
The _____ of a set of standard scores is always equal to 0.
A)standard deviation
B)mean
C)sum
D)mean and sum
A)standard deviation
B)mean
C)sum
D)mean and sum
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16
The median corresponds to the _____ percentile.
A)50th
B)75th
C)average
D)standard
A)50th
B)75th
C)average
D)standard
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17
A _____ standard score indicates that the original score is _____ than the mean.
A)positive;greater
B)negative;less
C)a and b
D)neither a nor b
A)positive;greater
B)negative;less
C)a and b
D)neither a nor b
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18
One important use of standard scores is to compare scores on distributions that have different _____ and _____.
A)medians and IQRs
B)standard deviations and variances
C)means and standard deviations
D)none of these
A)medians and IQRs
B)standard deviations and variances
C)means and standard deviations
D)none of these
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19
The percentage of scores in the distribution that occur at or below a given value,X,is the _____ of that value.
A)standard score
B)percentile rank
C)percentile
D)rank
A)standard score
B)percentile rank
C)percentile
D)rank
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20
In a frequency distribution,the term designating the score corresponding to the 50th percentile is known as the _____.
A)mean
B)median
C)mode
D)standard deviation
A)mean
B)median
C)mode
D)standard deviation
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21
In a normal distribution,approximately 95% of all scores fall between standard scores of _____.
A)-1 and +1
B)0 and +2
C)-2 and +2
D)-3 and +3
A)-1 and +1
B)0 and +2
C)-2 and +2
D)-3 and +3
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22
A _____ score in a _____ distribution is referred to as a z score.
A)raw;normal
B)standard;normal
C)raw;binomial
D)standard;binomial
A)raw;normal
B)standard;normal
C)raw;binomial
D)standard;binomial
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23
A set of scores that is positively skewed will _____ after they have been converted to standard scores.
A)be normalized
B)become negatively skewed
C)remain positively skewed
D)become platykurtic
A)be normalized
B)become negatively skewed
C)remain positively skewed
D)become platykurtic
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24
Given an approximately normal distribution of test scores with µ = 75,ó = 25,what test (raw)score would correspond to a z score of 1.5?
A)77.5
B)87.5
C)76.5
D)cannot be determined
A)77.5
B)87.5
C)76.5
D)cannot be determined
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25
John scores an 85 on his psychology exam.The other relevant characteristics of the distribution are as follows: = 75,s2 = 4.What is John's standard score?
A)2.5
B)-2.5
C).625
D)-.625
A)2.5
B)-2.5
C).625
D)-.625
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26
Standardization _____ the central tendency and variability of the scores.
A)affects
B)does not affect
C)minimizes
D)maximizes
A)affects
B)does not affect
C)minimizes
D)maximizes
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27
The standard deviation of a set of standard scores in a distribution is _____.
A)100
B)50
C)1
D)0
A)100
B)50
C)1
D)0
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28
In a normal distribution,approximately _____ of all scores fall between standard scores of -3 and +3.
A)50%
B)68%
C)95%
D)99%
A)50%
B)68%
C)95%
D)99%
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29
The process of standardizing scores _____ the basic shape of the distribution.
A)normalizes
B)changes
C)does not change
D)reveals
A)normalizes
B)changes
C)does not change
D)reveals
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30
The sum of a set of standard scores for a distribution will _____ equal 0.
A)always
B)never
C)sometimes
D)cannot be determined
A)always
B)never
C)sometimes
D)cannot be determined
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31
When a standard score is 0,the original (raw)score is equal to the _____ of the distribution.
A)mode
B)median
C)mean
D)standard deviation
A)mode
B)median
C)mean
D)standard deviation
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32
In a normal distribution,approximately _____ of all scores fall between standard scores of -1 and +1.
A)50%
B)68%
C)95%
D)99%
A)50%
B)68%
C)95%
D)99%
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33
In a normal distribution,approximately _____ of all scores fall between the standard scores of -1 and +1.
A)50%
B)68%
C)33%
D)25%
A)50%
B)68%
C)33%
D)25%
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34
The proportion of scores occurring between standard scores of 0 and -1 is _____ the proportion of scores occurring between standard scores of 0 and +1.
A)equal to
B)less than
C)greater than
D)less than or equal to
A)equal to
B)less than
C)greater than
D)less than or equal to
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35
It is always the case that _____ of the scores in a normal distribution occur above the mean and _____ of the scores in a normal distribution occur below the mean.
A).50;.50
B).75;.25
C)all;none
D).25;.75
A).50;.50
B).75;.25
C)all;none
D).25;.75
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36
Standardization _____ the skewness and kurtosis of the scores.
A)affects
B)does not affect
C)minimizes
D)maximizes
A)affects
B)does not affect
C)minimizes
D)maximizes
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37
Another name for a standard score in a normal distribution is _____.
A)z score
B)percentile rank
C)z score in any distribution
D)cumulative relative frequency
A)z score
B)percentile rank
C)z score in any distribution
D)cumulative relative frequency
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38
The mean of a set of standard scores for a given distribution is _____.
A)100
B)50
C)1
D)0
A)100
B)50
C)1
D)0
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39
In a normal distribution,approximately _____ of all scores fall between the standard scores of -1.96 and +196.
A)95%
B)75%
C)66%
D)50%
A)95%
B)75%
C)66%
D)50%
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40
One property of normal distributions is that the proportion of scores that occur _____ is the same in all such distributions.
A)above or below a given standard score
B)between two specified standard scores
C)a and b
D)neither a nor b
A)above or below a given standard score
B)between two specified standard scores
C)a and b
D)neither a nor b
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41
Given a normal distribution of test scores with
= 80,s2 = 49,what is the z score corresponding to a test score of 70?
A)-1.43
B)1.43
C)-2.1
D)22
= 80,s2 = 49,what is the z score corresponding to a test score of 70?
A)-1.43
B)1.43
C)-2.1
D)22
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42
Approximately what proportion of a normal distribution lies between the z scores of +.66 and +1.55?
A)57%
B)63%
C)68%
D)32%
A)57%
B)63%
C)68%
D)32%
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43
Given a normal distribution,what z score would correspond to the 50th percentile?
A)+1
B)-1
C)0
D)+.5
A)+1
B)-1
C)0
D)+.5
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44
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,
S2 = 36.What is Nancy's approximate percentile rank?
A)59
B)30
C)41
D)80
= 85,
S2 = 36.What is Nancy's approximate percentile rank?
A)59
B)30
C)41
D)80
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45
Percentile rank reflects a(n)_____ measure of relative standing.
A)nominal
B)interval
C)ratio
D)ordinal
A)nominal
B)interval
C)ratio
D)ordinal
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46
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,
S2 = 36.Approximately what percentage of scores falls at or between Nancy's and Ronald's scores?
A)75%
B)35%
C)11%
D)50%
= 85,
S2 = 36.Approximately what percentage of scores falls at or between Nancy's and Ronald's scores?
A)75%
B)35%
C)11%
D)50%
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47
Given a normal distribution of test scores with
= 80,s2 = 49,what percentage of scores fall between the test scores of 70 and 95?
A)25%
B)64%
C)97%
D)91%
= 80,s2 = 49,what percentage of scores fall between the test scores of 70 and 95?
A)25%
B)64%
C)97%
D)91%
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48
Suppose an approximately normal distribution of doctors' salaries finds µ = $150,000 and ó = $25,000.What salary level would define the 77th percentile?
A)$180,000
B)$168,000
C)$175,000
D)$158,250
A)$180,000
B)$168,000
C)$175,000
D)$158,250
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49
John scored an 85 on his most recent psychology exam.Which of the following distributions would John least prefer (assuming he wishes to perform as well as possible,and higher test scores are more favorable)?
A)
= 80,s = 104
B)
= 80,s = 5
C)
= 70,s = 15
D)
= 70,s = 10
A)
= 80,s = 104
B)
= 80,s = 5
C)
= 70,s = 15
D)
= 70,s = 10
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50
For a T score with a mean of 50 and a standard deviation of 10,the T score equivalent to a standard score of 2.5 is _____.
A)2.5
B)52.5
C)3.5
D)75
A)2.5
B)52.5
C)3.5
D)75
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51
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,s2 = 36.What is Nancy's z score?
A).14
B)-.14
C).83
D)-.83
= 85,s2 = 36.What is Nancy's z score?
A).14
B)-.14
C).83
D)-.83
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52
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,
S2 = 36.What is Ronald's approximate percentile rank?
A).91
B)5
C)45
D)none of these
= 85,
S2 = 36.What is Ronald's approximate percentile rank?
A).91
B)5
C)45
D)none of these
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53
A negative standard score indicates that the _____ was below the mean of the distribution.
A)raw score
B)sum of squares
C)standard deviation
D)none of these
A)raw score
B)sum of squares
C)standard deviation
D)none of these
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54
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,
S2 = 36.What is Ronald's T score (for a mean of 50 and a standard deviation of 10)?
A)33.3
B)63.7
C)52.8
D)47.2
= 85,
S2 = 36.What is Ronald's T score (for a mean of 50 and a standard deviation of 10)?
A)33.3
B)63.7
C)52.8
D)47.2
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55
The _____ of the standard score formula represents the number of units the score is above or below the mean.
A)numerator
B)denominator
C)obtained value
D)none of these
A)numerator
B)denominator
C)obtained value
D)none of these
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56
Given a normal distribution of test scores with
= 80,s2 = 49,what is the z score corresponding to a test score of 95?
A).31
B)-.31
C)2.14
D)-2.14
= 80,s2 = 49,what is the z score corresponding to a test score of 95?
A).31
B)-.31
C)2.14
D)-2.14
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57
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,s2 = 36.What is Ronald's z score?
A)1.67
B)-1.67
C).28
D)-.28
= 85,s2 = 36.What is Ronald's z score?
A)1.67
B)-1.67
C).28
D)-.28
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58
An instructor has given his final exam,and scores are approximately normally distributed.Nancy scores a 90 and Ronald scores a 75.The characteristics of the distribution are as follows:
= 85,s2 = 36.What is Nancy's T score (for a mean of 50 and a standard deviation of 10)?
A)51.4
B)5.14
C)5.83
D)58.3
= 85,s2 = 36.What is Nancy's T score (for a mean of 50 and a standard deviation of 10)?
A)51.4
B)5.14
C)5.83
D)58.3
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59
Given a normal distribution,what z score would correspond to the 95th percentile?
A)1.96
B)1
C)2
D)1.645
A)1.96
B)1
C)2
D)1.645
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60
A z score converts the raw score to a form that takes into consideration its standing relative to the _____ and _____ of the entire distribution of scores.
A)median;standard deviation
B)mean;standard deviation
C)mean;variance
D)median;interquartile range
A)median;standard deviation
B)mean;standard deviation
C)mean;variance
D)median;interquartile range
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61
A psychologist is interested in how well people can remember words that they had previously seen.He gives them a list of 70 words,but does not tell them they will be tested later.One week later the students are given a list of 140 words,and told to choose the ones they had seen the previous week.Below is the grouped distribution of the number of words remembered by the subjects.
What is the percentile rank of a score of 47?
A)10
B)52.5
C)82.5
D)90
What is the percentile rank of a score of 47?
A)10
B)52.5
C)82.5
D)90
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62
A psychologist is interested in how well people can remember words that they had previously seen.He gives them a list of 70 words,but does not tell them they will be tested later.One week later the students are given a list of 140 words,and told to choose the ones they had seen the previous week.Below is the grouped distribution of the number of words remembered by the subjects.
What is the score at the 50th percentile?
A)20
B)22
C)23
D)37
What is the score at the 50th percentile?
A)20
B)22
C)23
D)37
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63
Gary is told that his percentile rank on the law school admissions exam is 87.This indicates that 87% of students taking this exam scored _____ Gary.
A)higher than
B)higher than or equal to
C)lower than
D)lower than or equal to
A)higher than
B)higher than or equal to
C)lower than
D)lower than or equal to
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64
Given a normal distribution with a mean of 50 and a standard deviation of 2,what is the z score of a raw score of 46?
A)-2
B)2
C)-4
D)4
A)-2
B)2
C)-4
D)4
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65
Given a normal distribution with a mean of 200 and a standard deviation of 30,what is the raw score corresponding to a z score of -2.0?
A)140
B)260
C)-6.73
D)-60
A)140
B)260
C)-6.73
D)-60
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66
Approximately what raw score in a normal distribution would correspond to a z score of 1.56 with
= 75 and s2 = 4?
A)78
B)81
C)72
D)69
= 75 and s2 = 4?
A)78
B)81
C)72
D)69
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67
Based on the Method of Presentation section of Chapter 4,what would be the T score of a standard score of 2.5?
A)-4.75
B)2.5
C)75
D)135
A)-4.75
B)2.5
C)75
D)135
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68
What proportion of scores in a normal distribution are between z = -1.75 and z = -2.75?
A).0371
B).0431
C).4599
D).4970
A).0371
B).0431
C).4599
D).4970
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69
The sum of a set of standard scores equals
A)0
B)1
C)the mean of the set of standard scores
D)both a and c
E)both b and c
A)0
B)1
C)the mean of the set of standard scores
D)both a and c
E)both b and c
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70
A raw score of 96 on two separate examinations may have different _____ depending on the mean and standard deviations of each examination.
A)percentile ranks
B)standard scores
C)percentiles
D)all of these
A)percentile ranks
B)standard scores
C)percentiles
D)all of these
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71
Percentile ranks must always be interpreted relative to the _____ upon which the scores are based.
A)group
B)scale
C)percentiles
D)all of these
A)group
B)scale
C)percentiles
D)all of these
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72
A psychologist is interested in how well people can remember words that they had previously seen.He gives them a list of 70 words,but does not tell them they will be tested later.One week later the students are given a list of 140 words,and told to choose the ones they had seen the previous week.Below is the grouped distribution of the number of words remembered by the subjects.
What is the percentile rank of a score of 12?
A)5
B)15
C)25
D)50
What is the percentile rank of a score of 12?
A)5
B)15
C)25
D)50
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73
What is the standard score of a raw score of 30 from a set of 20 scores where the mean is 15 and the standard deviation is 5?
A)1
B)-1
C)3
D)-3
A)1
B)-1
C)3
D)-3
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74
Which of the following does a percentile rank and a standard score have in common?
A)both reflect the relative position of a score in a set of scores
B)both reflect only an ordinal measure of relative standing
C)both reflect the mean and standard deviation of the entire group of scores
D)all of these
A)both reflect the relative position of a score in a set of scores
B)both reflect only an ordinal measure of relative standing
C)both reflect the mean and standard deviation of the entire group of scores
D)all of these
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75
A z score of _____ represents a raw score with a higher frequency than a standard score of _____.
A)-2.0;1.5
B)3.0;-.75
C)1.65;1.50
D)-.50;2.2
A)-2.0;1.5
B)3.0;-.75
C)1.65;1.50
D)-.50;2.2
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76
What proportion of scores in a normal distribution are between z = -2.62 and z = 1.07
A).1467
B).3577
C).4956
D).8533
A).1467
B).3577
C).4956
D).8533
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77
Which of the following is a true property of a set of standard scores?
A)the mean is always one
B)the standard deviation is always one
C)they can only be positive numbers
D)they can only be negative numbers
A)the mean is always one
B)the standard deviation is always one
C)they can only be positive numbers
D)they can only be negative numbers
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78
A psychologist is interested in how well people can remember words that they had previously seen.He gives them a list of 70 words,but does not tell them they will be tested later.One week later the students are given a list of 140 words,and told to choose the ones they had seen the previous week.Below is the grouped distribution of the number of words remembered by the subjects.
What is the score at the 90th percentile?
A)42.5
B)44.5
C)45
D)47
What is the score at the 90th percentile?
A)42.5
B)44.5
C)45
D)47
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79
Based on the Applications to the Analysis of Social Problems section of Chapter 4,the formula referred to in question 1 above would most likely be used with
A)a normal distribution.
B)a positively skewed distribution.
C)a negatively skewed distribution.
D)both a and b
E)both b and c
A)a normal distribution.
B)a positively skewed distribution.
C)a negatively skewed distribution.
D)both a and b
E)both b and c
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80
Based on the Applications to the Analysis of Social Problems section of Chapter 4,a variant of the standard scores formula may be calculated using the _____ and _____ instead of the mean and standard deviation,respectively.
A)median;range
B)median;median of absolute deviations
C)mode;interquartile range
D)mode;variance
A)median;range
B)median;median of absolute deviations
C)mode;interquartile range
D)mode;variance
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