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Given zcrit = -2.33, which of the following obtained z-values will result in rejecting the null hypothesis?


A) zobt = +2.40
B) zobt = -2.40
C) zobt = +2.09
D) zobt = -2.09

E) None of the above
F) All of the above

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In conducting a z-test with a nondirectional alternative hypothesis, we would


A) use a two-tailed test.
B) use a one-tailed test.
C) not divide the alpha level in two.
D) both "b" and "c" are correct.

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

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Step four of the hypothesis testing procedure involves


A) stating the hypothesis.
B) determining critical values.
C) calculating the statistics.
D) making a decision and reporting the results.

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

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In hypothesis testing, if we obtain a sample mean that is larger than the population mean,


A) we can reject the null hypothesis.
B) we can reject the alternative hypothesis.
C) the difference could be due to random sampling error.
D) we can conclude that our treatment was effective.

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

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Assume a study is being conducted to determine if a sample mean would be significantly different from the population mean of 35. Write the symbolic notation for both the null and alternative hypotheses for a. a nondirectional test, and b. a directional test that specifies that the treatment will improve scores.

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a. H₀: μ = 35, H₁: μ...

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Obtained sample values that fall in the rejection region of a sampling distribution


A) have a high probability of occurrence if H₀ is true.
B) have a low probability of occurrence if H₀ is true.
C) suggest that the independent variable was effective.
D) both "b" and "c" are true.

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

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D

It is more difficult to reject H₀


A) with a one-tailed test.
B) with a two-tailed test.
C) with α = .05 rather than .01.
D) with α = .01 rather than .001.

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

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A researcher is on the verge of a breakthrough for a medical procedure that has little risk but that could be of great benefit to patients. What alpha level should she choose?


A) .05
B) .02
C) .01
D) .001

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

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Procedures that test hypotheses about populations are called


A) parametric tests.
B) statistical tests.
C) empirical tests.
D) descriptive statistics.

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

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Hypothesis testing is based on the assumption that


A) the null hypothesis is true.
B) the null hypothesis is false.
C) the independent variable will be effective.
D) differences between μ and M are true differences, rather than chance differences.

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

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In hypothesis testing if a significant effect is found, you should


A) do nothing.
B) reject the alternative hypothesis.
C) fail to reject the null hypothesis.
D) reject the null hypothesis.

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

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The score that marks the beginning of the rejection area in a sampling distribution is the


A) obtained z-score.
B) obtained sample mean.
C) population mean.
D) critical value.

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

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Which of the following statements about the alpha level is NOT true?


A) It is a probability level.
B) It is a population parameter.
C) It defines the point at which H₀ should be rejected.
D) It defines the point at which the critical region begins.

E) All of the above
F) None of the above

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If zcrit = ±2.33 and zobt = +2.12, the correct statistical decision would be to ______________.


A) retain H₁
B) fail to reject H₁
C) reject H₀
D) fail to reject H₀

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

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A study resulted with a zobt = +2.34. zcrit was ±2.03 with α = .05. Based on these results,


A) we should fail to reject H₀.
B) we should reject H₁.
C) p > .05
D) p < .05

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

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If we have committed a Type II error, we have


A) used the wrong alpha level.
B) claimed a treatment to be effective when it wasn't.
C) failed to recognize a treatment that was effective.
D) rejected a null hypothesis that was actually true.

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

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C

If our obtained sample mean falls in the critical region of a sampling distribution, have we gained support for H₀ or H₁? Explain.

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H₁ is supported if our obtained sample m...

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Step 2 of the hypothesis testing procedure instructs us to


A) calculate the relevant statistics.
B) indicate the alpha level and determine critical values.
C) formulate our hypotheses.
D) make a decision and report the results.

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

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B

If we are using a directional alternative hypothesis for a z-test with α = .01, what critical value(s) should be used for rejecting the null hypothesis?


A) -2.33 only or +2.33 only.
B) either ±2.33
C) -2.58 only or +2.58 only.
D) either ±2.58.

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

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A non-directional alternative hypotheses for a z-test can be represented as


A) H₁: μ ≤ 60.
B) H₁: μ ≠ 60.
C) H₁: μ ≥ 60.
D) either "a" or "c" above.

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

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