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Quantitative and Qualitative Variables in Data Analysis

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Quantitative and Qualitative Variables in Data Analysis

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Questions and Answers

What is the term used to describe the analysis of multiple statistical variables?

Multivariate statistical analysis (correct)

Bivariate statistical analysis

Univariate statistical analysis

Quantitative statistical analysis

What is the main goal of studying two-variable series in bivariate statistical analysis?

To analyze the distribution of each variable separately

To determine the correlation between the two variables

To identify the relationship between the two variables (correct)

To compare the means of the two variables

What is the term used to describe data on each of two variables, where each value of one of the variables is paired with a value of the other variable?

Multivariate data

Univariate data

Quantitative data

Bivariate data (correct)

What type of data is represented by numerical values?

Quantitative data Signup and view all the answers

What is an example of a quantitative variable?

Height Signup and view all the answers

What is the scenario in which both variables are quantitative in nature?

Both quantitative variables Signup and view all the answers

What is the purpose of contingency tables in analyzing bivariate data?

To identify the relationship between the two qualitative variables Signup and view all the answers

What is an example of a qualitative variable?

Gender Signup and view all the answers

What is the term used to describe the analysis of a single statistical variable?

Univariate statistical analysis Signup and view all the answers

What is the scenario in which one variable is qualitative and the other variable is quantitative?

One qualitative / one quantitative variable Signup and view all the answers