Making Inferences About Data MCQ

A researcher that fails to report nonstatistical findings, whether to deliberately hide results or the publisher not publishing the article, is an ethical dilemma known as ______.

Answer

Correct Answer: File drawer problem

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Which of the following is a sample statistic that is used to estimate a population parameter?

Answer

Correct Answer: Point estimate

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Often reported with both parametric and nonparametric tests for significance, ______ can describe the proportion of variance in a dependent variable that can be explained by the levels of a factor.

Answer

Correct Answer: Effect size

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A researcher needs to analyze one categorical factor for the extent to which frequencies observed fit well with the expected frequencies. The researcher should use ______.

Answer

Correct Answer: Chi-square goodness-of-fit

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Which type of test is used to test significance in hypotheses tests with nominal or ordinal scales of measurement?

Answer

Correct Answer: Nonparametric

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Pearson correlation coefficient parametric test for correlation is used for ______ levels of measurement.

Answer

Correct Answer: Interval or ratio

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A source of variation associated with how the effects of one factor are influenced by the levels of a second factor is ______.

Answer

Correct Answer: Interaction

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What is the power of the decision-making process?

Answer

Correct Answer: The probability of correctly rejecting a false null hypothesis

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A significant ______ indicates that group means significantly vary across the levels of one factor, ______ of the second factor.

Answer

Correct Answer: Main effect; independent

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If a researcher retains the null hypothesis that is actually false, they have performed a ______.

Answer

Correct Answer: Type II error

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A researcher sets a null hypothesis and runs a test statistic to see if the null hypothesis is true. The criterion is set at .05, and the results show that the tested p value is .021. What can the researcher conclude about their null hypothesis?

Answer

Correct Answer: The researcher can reject the null hypothesis and state the effect reached is significant.

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If a researcher implements a new teaching strategy that is hypothesized to increase learning retention and tests scores, which of the following would be the correct null hypothesis?

Answer

Correct Answer: The new teaching strategy will lower learning retention and tests scores.

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Inferential statistics uses data taken from ______ to make generalizable observations to ______.

Answer

Correct Answer: A sample; a larger population

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Type II error is _____ finding.

Answer

Correct Answer: False negative

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Type I error is _____ finding.

Answer

Correct Answer: False positive

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A mathematical formula that allows researchers to determine the likelihood of obtaining sample outcomes if the null hypothesis were true is known as_____

Answer

Correct Answer: Test statistic

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When the null hypothesis is retained, we reach significance.

Answer

Correct Answer: False

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A criterion of judgment upon which a decision is made regarding the value stated in a null hypothesis is known as_____

Answer

Correct Answer: Significance level

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When the null hypothesis is rejected, we reach significance.

Answer

Correct Answer: True

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Power is the probability that we will detect an effect if an effect actually exists in a population.

Answer

Correct Answer: True

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Power is the probability that we will detect an effect if an effect actually exists in a population.

Answer

Correct Answer: True

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A sample statistic that is used to estimate a population parameter is known as_____

Answer

Correct Answer: Point estimate

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Parametric tests analyze data on_____ scale.

Answer

Correct Answer: Ratio

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The p value is compared to the_____to make a decision about a null hypothesis.

Answer

Correct Answer: Level of significance

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Null hypothesis is a statement about a population parameter that is assumed to be false.

Answer

Correct Answer: False

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Nonparametric tests analyze data on_____ scale of measurement.

Answer

Correct Answer: Both a and b

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A source of variation associated with mean differences across the levels of a single factor is known as_____

Answer

Correct Answer: Main effect

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A criterion of judgment upon which a decision is made regarding the value stated in a null hypothesis is known as_____

Answer

Correct Answer: Level of significance

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The probability or likelihood that an interval estimate will contain the value of an unknown population parameter is known as_____

Answer

Correct Answer: Level of confidence

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The interval or range of possible values within which an unknown population parameter is likely to be contained is known as_____

Answer

Correct Answer: Interval estimate

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Interaction is a source of variation associated with how the effects of one factor are_____, the levels of a second factor.

Answer

Correct Answer: Both a and b

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Procedures that allow researchers to infer or generalize observations made with samples to the larger population from which they were selected refer to inferential statistics.

Answer

Correct Answer: True

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Eta squared is a measure (η2) of proportion of _____ used to describe effect size for data analyzed using ANOVA.

Answer

Correct Answer: Variance

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The types of estimation include_____

Answer

Correct Answer: Both a and b

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Effect size conventions means the standard rules for identifying_____ effects based on typical findings in behavioral research.

Answer

Correct Answer: All of these

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Effect size includes_____

Answer

Correct Answer: All of these

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A mean difference or discrepancy between what was observed in a sample and what was expected to be observed in the population is known as_____

Answer

Correct Answer: Effect

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A measure of proportion of variance that is used as an estimate of effect size for the chi-square test for independence is known as_____

Answer

Correct Answer: Cramer’s V

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The upper and lower boundaries of a confidence interval given within a specified level of confidence refer to_____

Answer

Correct Answer: Confidence limits

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The interval or range of possible values within which an unknown population parameter is likely to be contained is known as_____

Answer

Correct Answer: Confidence interval

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A measure of effect size in terms of the number of standard deviations that mean scores shifted above or below the population mean stated by the null hypothesis is known as_____

Answer

Correct Answer: Cohen’s d

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Cohen’s conventions means the standard rules for identifying _____ effects based on typical findings in behavioral research.

Answer

Correct Answer: All of these

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Coefficient of determination is a measure (R2) of proportion of_____ used to describe effect size for data analyzed using a correlation coefficient or regression.

Answer

Correct Answer: Variance

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A statistical procedure used to determine whether frequencies observed at the combination of levels of two categorical variables are similar to or different from frequencies expected is known as_____

Answer

Correct Answer: Chi-square test for independence

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A statistical procedure used to determine whether observed frequencies at each level of one categorical variable are similar to or different from frequencies expected is known as_____

Answer

Correct Answer: Chi-square goodness-of-fit test

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