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A researcher was interested in differences in attitudes about marriage between men and women.She predicted that women would have different attitudes about marriage than men.What would be the null hypothesis?


A) Women have more positive attitudes than men.
B) Men have more positive attitudes than women.
C) There is no difference between men and women in their attitudes toward marriage.
D) Gender and attitude are not related.

E) A) and D)
F) A) and C)

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Brandon found no significant difference in amount of money spent on entertainment between students who live on versus off campus.Based on this finding,Brandon would


A) fail to reject the null.
B) reject the null.
C) accept a Type I error.
D) reject a Type I error.

E) None of the above
F) A) and C)

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A Type I error is a decision to


A) reject the null hypothesis when it is false.
B) reject the null hypothesis when it is true.
C) not reject the null hypothesis when it is true.
D) not reject the null hypothesis when it is false.

E) C) and D)
F) All of the above

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If Jack proposes that "there is a difference in hiring preferences between veterans and non-veterans," this represents the _____ hypothesis.If he proposes that "there is no difference in hiring preferences between veterans and non-veterans," this represents the _____ hypothesis.


A) null;research
B) research;null
C) inferential;descriptive
D) descriptive;inferential

E) B) and C)
F) A) and C)

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What is the difference between descriptive and inferential statistics? Descriptive statistics ______,while inferential statistics ______.


A) use ratio data;use nominal data
B) use nominal data;use ratio data
C) summarize data;determine the probability that results are due to chance
D) determine the probability that results are due to chance;summarize data

E) None of the above
F) A) and D)

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The t-test and F-test are used for which type of data?


A) Nominal
B) Ordinal
C) Interval
D) Ratio

E) All of the above
F) A) and C)

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How do you calculate the systematic variance?


A) Find the deviation of the individual scores from the group mean.
B) Find the deviation of the group means from the grand mean.
C) Find the deviation of error variance from the group mean.
D) Find the deviation of error variance from the grand mean.

E) C) and D)
F) A) and C)

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Sandra has developed a program designed to increase reading comprehension scores in 6th graders.She randomly selects three students and has them participate in her program.When she compares the mean score from the students who completed her program to three students who did not participate in the program,she finds no significant difference between their mean scores.What is most likely the reason for the non-significant finding?


A) Too strong of a manipulation
B) The use of 6th grade children
C) A small sample size
D) A true research hypothesis

E) B) and D)
F) None of the above

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Inferential statistics allow us to arrive at conclusions about the _____ on the basis of _____ data.


A) population;sample
B) sample;population
C) independent variable;dependent variable
D) dependent variable;independent variable

E) All of the above
F) B) and C)

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Rejecting the null hypothesis when it is true is called a ________ error,whereas not rejecting a false null hypothesis is called a ________ error.


A) Type II;Type I
B) Type I;Type II
C) minor;major
D) significant;nonsignificant

E) A) and B)
F) A) and C)

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B

A researcher assesses the length of prison sentence assigned to a physically attractive or unattractive defendant.The researcher believes that attractive defendants will be assigned shorter prison sentences than unattractive defendants.The research hypothesis would be


A) there is no difference in the length of prison sentence received by attractive versus unattractive defendants.
B) physically attractive defendants will receive longer prison sentences than physically unattractive defendants.
C) physically attractive defendants will receive shorter prison sentences than physically unattractive defendants.
D) some other variable such as gender is responsible for difference in assigned length of prison sentence.

E) A) and B)
F) A) and C)

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With three independent variables and a single dependent variable,the most appropriate statistical test to analyze the data would be a(n)


A) chi-square.
B) analysis of variance .
C) t-test
D) Pearson correlation.

E) A) and B)
F) All of the above

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B

When a researcher _____ the probability of making a Type I error,she _____ the probability of making a Type II error.


A) increases;increases
B) decreases;increases
C) decreases;decreases
D) decreases;does not affect

E) B) and D)
F) A) and B)

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A one-tailed statistical test is used when


A) the data are from a ratio scale.
B) the data are from an ordinal scale.
C) there is a specific prediction regarding the direction of difference between groups.
D) there is no prediction regarding the direction of difference between groups.

E) None of the above
F) B) and C)

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C

A researcher wants to test the research hypothesis that the mean rating of guilt will be higher for unattractive defendants than for attractive defendants.The appropriate statistical test would be the


A) Pearson r.
B) 2-tailed t-test.
C) 1 tailed t-test.
D) chi-square.

E) B) and C)
F) A) and C)

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Juan wants to test the hypothesis that the mean amount of sales dollars will vary between Oak Ridge,Oak Wood,and Oak Park shopping malls.The appropriate statistical test would be the


A) Mann-Whitney U.
B) t-test.
C) F-test.
D) Pearson r.

E) None of the above
F) A) and B)

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_____ is a type of correlation coefficient that indicates the _____ the effect of the independent variable.


A) T ;difference in
B) T ;magnitude of
C) Effect size r;difference in
D) Effect size r;magnitude of

E) C) and D)
F) A) and D)

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The likelihood of the occurrence of some event or outcome is referred to as


A) the null hypothesis.
B) the research hypothesis.
C) the significant hypothesis.
D) probability.

E) A) and D)
F) None of the above

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All statistical techniques rely on _____ to determine the probability that the results are consistent with the null hypothesis.


A) Type I error
B) Type II error
C) sampling distributions
D) statistical significance

E) B) and C)
F) All of the above

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Before conducting inferential statistics,Tim selects the probability level required for statistical significance.This level is referred to as the _____ of the test.


A) null hypothesis
B) research hypothesis
C) intuitive level
D) alpha level

E) A) and B)
F) All of the above

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