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STATISTICS: TYPES OF VARIABLES Claire 12B
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Qualitative Variables A qualitative variable is a categorical variable that represents different groups and relates to non-numerical data like hair colors and favorite books.
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1) Nominal Variables A variable that divides the sample into different groups.
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Examples Gender: male and female Marital status: unmarried and married
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2) Ordinal Variables An ordinal variable ranks or divides a sequence in order, but the intervals may not be the same.
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Examples Best student cities ranking Best universities ranking Customer satisfaction rate (very unsatisfactory, unsatisfactory, moderate, satisfactory, very satisfactory)
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Quantitative Variables A quantitative variable relates to numerical data and is measured on a quantitative scale. Examples include a country’s population and a book’s price.
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1) Discrete Variables A discrete variable can only take integers as its value, and its number of values is finite (limited). Examples include AP scoring scale (1-5) and SAT scoring scale (200- 800). An AP score cannot be 4.5, and an SAT score cannot be 2345.4.
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Examples Number of countries in the world Number of girls in a class Number of cousins you have Number of books you have
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2) Continuous Variables A continuous variable represents numerical data as accurately as possible.
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Examples Price of books Age of students in a class Temperature
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Quiz 1) If I divide a group of people into different sections based on their hair colors, is the variable qualitative? Quantitative? 2) If I rank the world universities, what kind of variable is it? Explain. 3) Explain four sub-groups of two types of variables.
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Quiz 2 4) If I divide the test scores based on gender, what type of variable is it? (State specifically) 5) Can I use continuous variables to indicate the number of pencils I have? Why or why not?
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Answers 1) Qualitative 2) Ordinal because it ranks the universities with different intervals. 3) Qualitative (nominal, ordinal) Quantitative (discrete, continuous) 4) Nominal (Qualitative) 5) No because only discrete variable can be used to indicate countable numbers (integers) with limited value.
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