Test Bank for Applied Statistics II, Multivariable and
yy yy yy yy yy yy yy yy
Multivariate Techniques, 3rd Edition Warner (All
yy yy yy yy yy yy yy
Chapters included)
yy yy
,Chapter 1: The New Statistics Test yy yy yy yy yy
yy Bank
Multiple Choice yy
1. A variable that is statistically controlled in an analysis is a(n)
yy yy yy yy yy yy yy yy yy y y .
a. an independent variable
yy yy
b. a dependent variable
yy yy
c. a covariate yy
d. a manipulated
yy
variableAns: C
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.1: Required
yy yy yy yy
BackgroundDifficulty Level: Easy
yy yy yy
2. In past years, many investigators have failed to report
yy yy yy yy yy yy yy yy .
a. the effect size yy yy
b. the sample sizes yy yy
c. descriptive statistics yy
d. obtained p yy
valuesAns: A yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
3. A primary concern of investigators has been, and often still is, obtaining a p value
yy yy yy yy yy yy yy yy yy yy yy yy y y yy
of yy
.
a. .10
b. .05
c. .01
d. .000
Ans: B yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
4. A major change advocated by New Statistics is
yy yy yy yy yy yy yy .
a. reduced emphasis on effect size yy yy yy yy
b. focus on the results of single studies
yy yy yy yy yy yy
c. not reporting confidence intervals
yy yy yy
d. understanding the limitations of significance yy yy yy yy
testsAns: D
yy yy
,Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
5. A primary change proposed by advocates of New Statistics involves
yy yy yy yy yy yy yy yy yy
summarizingeffect sizes from a number of studies using
yy . yy yy yy yy yy yy yy y y y y
a. Bayesian statistics yy
b. meta-analysis
c. multivariate analysis yy
d. descriptive statistics yy
Ans: B
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
6. An emphasis of New Statistics is
yy . yy yy yy yy
a. using increasingly precise p values
yy yy yy yy
b. developing new methods of statistical analysis yy yy yy yy yy
c. reducing emphasis on confidence interval interpretation
yy yy yy yy yy
d. adopting a more critical perspective when considering
yy yy yy yy yy yy
significanceAns: D
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
7. Which of the following types of information is provided to investigators by NHST?
yy yy yy yy yy yy yy yy yy yy yy yy
a. whether the hypothesis of the study has been proven
yy yy yy yy yy yy yy yy
b. the probability that the research hypothesis is true
yy yy yy yy yy yy yy
c. the probability of obtaining results about the H0 based on one sample
yy yy yy yy yy yy yy y y yy yy yy
d. the exact probability of obtaining the same results on
yy yy yy yy yy yy yy yy
replicationAns: C
yy yy
Cognitive Domain: Analysis yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Hard yy yy
8. When reading an article that reports the results of multiple statistical tests,
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readersshould remember that multiple tests .
yy yy yy yy yy y y
a. provide inaccurate information about the risks of Type I errors
yy yy yy yy yy yy yy yy yy
b. provide inaccurate information about the risks of Type II errors
yy yy yy yy yy yy yy yy yy
c. enhance understanding of cause and effect relationships
yy yy yy yy yy yy
d. provide reliable information about the size and importance of
yy yy yy yy yy yy yy yy
effectsAns: A
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
, 9. An advocate of New Statistics would object to a research report that
yy yy yy yy yy yy yy yy yy yy yy
included astatement like the
yy yy. yy yy
a. results of our study are consistent with a recent meta-analysis
yy yy yy yy yy yy yy yy yy
b. significant results should be interpreted cautiously due to the large sample size
yy yy yy yy yy yy yy yy yy yy yy
c. results of our study approached statistical significance
yy yy yy yy yy yy
d. results of our study provide support for our initial
yy yy yy yy yy yy yy yy
hypothesisAns: C
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
10. If a statistical analysis yields p = .03, a research report can include a statement
yy yy yy yy yy yy yy yy yy yy yy yy yy yy
like
yy
.
a. the results of our study are likely to be replicated
yy yy yy yy yy yy yy yy yy
b. the evidence is consistent with the hypothesis of our study
yy yy yy yy yy yy yy yy yy
c. there is a 97% chance that the null hypothesis of our study is false
yy yy yy yy yy yy yy yy yy yy yy yy yy
d. the results of our study cannot be explained by
yy yy yy yy yy yy yy yy
chanceAns: B
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
11. An advocate of New Statistics would support a p value reported as .
yy yy yy yy yy yy yy yy yy yy yy
a. p = .0000
yy yy
b. p < .01
yy yy
c. p < .05
yy yy
d. p = .025
yy yy
Ans: D yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.4: Problems with NHST
yy yy yy yy yy
LogicDifficulty Level: Easy
yy yy yy
12. A problem with NHST logic is that it
yy . yy yy yy yy yy yy
a. eliminates the need to think in terms of double negatives
yy yy yy yy yy yy yy yy yy
b. encourages investigators to describe study results in terms of uncertainty
yy yy yy yy yy yy yy yy yy
c. cannot tell investigators what they want to know
yy yy yy yy yy yy yy
d. is used consistently and correctly in the majority of
yy yy yy yy yy yy yy yy
studiesAns: C
yy yy
Cognitive Domain: Comprehensionyy yy
Answer Location: 1.4: Problems with NHST
yy yy yy yy yy
LogicDifficulty Level: Medium
yy yy yy
13. An important assumption underlying the use of an independent samples t test
yy yy yy yy yy yy yy yy yy yy yy
orone-way ANOVA is that
yy . yy yy yy
a. the grouping variables are normally distributed in the population
yy yy yy yy yy yy yy yy
yy yy yy yy yy yy yy yy
Multivariate Techniques, 3rd Edition Warner (All
yy yy yy yy yy yy yy
Chapters included)
yy yy
,Chapter 1: The New Statistics Test yy yy yy yy yy
yy Bank
Multiple Choice yy
1. A variable that is statistically controlled in an analysis is a(n)
yy yy yy yy yy yy yy yy yy y y .
a. an independent variable
yy yy
b. a dependent variable
yy yy
c. a covariate yy
d. a manipulated
yy
variableAns: C
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.1: Required
yy yy yy yy
BackgroundDifficulty Level: Easy
yy yy yy
2. In past years, many investigators have failed to report
yy yy yy yy yy yy yy yy .
a. the effect size yy yy
b. the sample sizes yy yy
c. descriptive statistics yy
d. obtained p yy
valuesAns: A yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
3. A primary concern of investigators has been, and often still is, obtaining a p value
yy yy yy yy yy yy yy yy yy yy yy yy y y yy
of yy
.
a. .10
b. .05
c. .01
d. .000
Ans: B yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
4. A major change advocated by New Statistics is
yy yy yy yy yy yy yy .
a. reduced emphasis on effect size yy yy yy yy
b. focus on the results of single studies
yy yy yy yy yy yy
c. not reporting confidence intervals
yy yy yy
d. understanding the limitations of significance yy yy yy yy
testsAns: D
yy yy
,Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
5. A primary change proposed by advocates of New Statistics involves
yy yy yy yy yy yy yy yy yy
summarizingeffect sizes from a number of studies using
yy . yy yy yy yy yy yy yy y y y y
a. Bayesian statistics yy
b. meta-analysis
c. multivariate analysis yy
d. descriptive statistics yy
Ans: B
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
6. An emphasis of New Statistics is
yy . yy yy yy yy
a. using increasingly precise p values
yy yy yy yy
b. developing new methods of statistical analysis yy yy yy yy yy
c. reducing emphasis on confidence interval interpretation
yy yy yy yy yy
d. adopting a more critical perspective when considering
yy yy yy yy yy yy
significanceAns: D
yy yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.2: What Is the “New
yy yy yy yy yy yy
Statistics”?Difficulty Level: Easy
yy yy yy
7. Which of the following types of information is provided to investigators by NHST?
yy yy yy yy yy yy yy yy yy yy yy yy
a. whether the hypothesis of the study has been proven
yy yy yy yy yy yy yy yy
b. the probability that the research hypothesis is true
yy yy yy yy yy yy yy
c. the probability of obtaining results about the H0 based on one sample
yy yy yy yy yy yy yy y y yy yy yy
d. the exact probability of obtaining the same results on
yy yy yy yy yy yy yy yy
replicationAns: C
yy yy
Cognitive Domain: Analysis yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Hard yy yy
8. When reading an article that reports the results of multiple statistical tests,
yy yy yy yy yy yy yy yy yy yy yy
readersshould remember that multiple tests .
yy yy yy yy yy y y
a. provide inaccurate information about the risks of Type I errors
yy yy yy yy yy yy yy yy yy
b. provide inaccurate information about the risks of Type II errors
yy yy yy yy yy yy yy yy yy
c. enhance understanding of cause and effect relationships
yy yy yy yy yy yy
d. provide reliable information about the size and importance of
yy yy yy yy yy yy yy yy
effectsAns: A
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
, 9. An advocate of New Statistics would object to a research report that
yy yy yy yy yy yy yy yy yy yy yy
included astatement like the
yy yy. yy yy
a. results of our study are consistent with a recent meta-analysis
yy yy yy yy yy yy yy yy yy
b. significant results should be interpreted cautiously due to the large sample size
yy yy yy yy yy yy yy yy yy yy yy
c. results of our study approached statistical significance
yy yy yy yy yy yy
d. results of our study provide support for our initial
yy yy yy yy yy yy yy yy
hypothesisAns: C
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
10. If a statistical analysis yields p = .03, a research report can include a statement
yy yy yy yy yy yy yy yy yy yy yy yy yy yy
like
yy
.
a. the results of our study are likely to be replicated
yy yy yy yy yy yy yy yy yy
b. the evidence is consistent with the hypothesis of our study
yy yy yy yy yy yy yy yy yy
c. there is a 97% chance that the null hypothesis of our study is false
yy yy yy yy yy yy yy yy yy yy yy yy yy
d. the results of our study cannot be explained by
yy yy yy yy yy yy yy yy
chanceAns: B
yy yy
Cognitive Domain: Application yy yy
Answer Location: 1.3: Common Misinterpretations of p
yy yy yy yy yy yy
ValuesDifficulty Level: Medium yy yy
11. An advocate of New Statistics would support a p value reported as .
yy yy yy yy yy yy yy yy yy yy yy
a. p = .0000
yy yy
b. p < .01
yy yy
c. p < .05
yy yy
d. p = .025
yy yy
Ans: D yy
Cognitive Domain: Knowledge yy yy
Answer Location: 1.4: Problems with NHST
yy yy yy yy yy
LogicDifficulty Level: Easy
yy yy yy
12. A problem with NHST logic is that it
yy . yy yy yy yy yy yy
a. eliminates the need to think in terms of double negatives
yy yy yy yy yy yy yy yy yy
b. encourages investigators to describe study results in terms of uncertainty
yy yy yy yy yy yy yy yy yy
c. cannot tell investigators what they want to know
yy yy yy yy yy yy yy
d. is used consistently and correctly in the majority of
yy yy yy yy yy yy yy yy
studiesAns: C
yy yy
Cognitive Domain: Comprehensionyy yy
Answer Location: 1.4: Problems with NHST
yy yy yy yy yy
LogicDifficulty Level: Medium
yy yy yy
13. An important assumption underlying the use of an independent samples t test
yy yy yy yy yy yy yy yy yy yy yy
orone-way ANOVA is that
yy . yy yy yy
a. the grouping variables are normally distributed in the population
yy yy yy yy yy yy yy yy