Exam 14: Data Preparation

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Which of the following is not a step in the data-preparation process?

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B

All extreme values result from errors and point to problems with the data.

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False

Which treatment of unsatisfactory responses is desirable if (1)the number of respondents with unsatisfactory responses is small; (2)the proportion of unsatisfactory responses for each of these respondents is small; or (3)the variables with unsatisfactory responses are not the key variables?

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D

Which treatment of unsatisfactory responses is desirable if (1)the unsatisfactory respondents do not differ from satisfactory respondents in obvious ways responses on key variables are missing?

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The purpose of respecification is to create variables that are consistent with the objectives of the study.

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The ________ step of the data-preparation process consists of screening questionnaires to identify illegible, incomplete, inconsistent, or ambiguous responses.

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You would use weighting under which circumstance?

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When utilizing univariate techniques, for metric data, when there is (are)________ the z test and the t test can be used.

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Which statement is true concerning ethical issues concerned with data preparation?

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In Minitab the ________ and ________ statements can be used to select cases with missing or out-of-range values.

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The objective of this level of analysis is to assess the comparability of findings from one country to another.

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Discuss how the researcher should go about selecting a data analysis strategy (Figure 14.5 in the text).

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When utilizing univariate techniques, for nonmetric data, when there is (are)________, sign, McNemar, and Wilcoxon tests can be used.

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Responses can be logically inconsistent.

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________ is a multivariate dependence technique with more than one dependent variable.

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The major technique for examining variable interdependence is factor analysis.

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Dummy variables are also called all of the names below except ________.

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Dummy variables are used to respecify categorical variables.

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For multivariate statistical techniques, when there is ________, multivariate analysis of variance and covariance and canonical correlation, and multiple discriminant analysis can be used.

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Metric data are measured on a nominal or ordinal scale.

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