Exam 9: Quantitative Data Analysis
Precoding refers to assigning numeric codes to response categories on a survey prior to letting respondents complete the survey.
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Explain the logic and components of regression analysis.What is the purpose of the correlation coefficient? A scatterplot?
Regression analysis--a statistical technique for characterizing the pattern of a relationship between two quantitative variables in terms of a linear equation and for summarizing the strength of this relationship in terms of its deviation from the linear pattern; the regression line summarizes the relationship between the independent and the dependent variables (positive,negative,and none; correlation coefficient--a summary statistic that varies from 0 to 1 or −1,with 0 indicating that the relationship is completely described by the line representing the regression of the dependent variable on the independent variable; a scatterplot shows the location of each case in the data.
Name at least three circumstances in which it is appropriate to add a third variable into a cross-tabulation.Why would you do each? What features of the bivariate relationship could be demonstrated using a three-variable crosstab?
Three different uses for three-variable cross-tabulation: (1)identifying an intervening variable,(2)testing a relationship for spuriousness,and (3)specifying the conditions for a relationship; each type of three-variable crosstab helps strengthen our understanding of the "focal relationship" involving our dependent and independent variables; testing a relationship for possible spuriousness helps to meet the nonspuriousness criterion for causality; identifying an intervening variable can help chart the causal mechanism by which variation in the independent variable influences variation in the dependent variable; and specifying the conditions when a relationship occurs can help improve our understanding of the nature of that relationship.
If the mean is greater than the median,which of the following must be true?
The total number of cases in a distribution is called ______.
Typical standards in frequency table construction allow people to ______.
The median is not affected by skewness of a variable's distribution.
If a variable contains more than 20 potential categories,it should be grouped in a frequency distribution.
Data cleaning is most important when downloading secondary data files.
When a standard deviation is calculated from sample data,the denominator in the formula SHOULD be ______.
Unique combinations of row and column variables in a cross-tabulation can be found in the table ______.
The process of assigning a unique numerical code to each response to survey questions is called ______.
Which summary statistic should be used for nominal variables?
How do most survey organizations now prevent the entry of invalid codes?
When using primary data,what steps must be taken to ensure that the data quality is high,both during data entry and during data cleaning stages? What technologies facilitate both?
Statistics used for estimating the degree of confidence that can be placed in generalizations from a sample to the population from which it was selected are known as ______.
Researchers usually evaluate skewness by eyeballing the distribution.
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