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Types of Data
Statistics - Types of Data (Chapter 1)
10
Mathematics
Undergraduate 1
01/27/2008

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Term
Parameter
Definition
A numerical measurement describing some characteristic of a population.
Term
Statistic
Definition

A numerical measurement describing some characteristic of a sample.

Term
Quantitative Data
Definition
Consist of numbers representing counts or measurements.
Term
Qualitative Data
Definition

Categorical or attribute data can be separated into different categories that are distinguished by some nonnumerical characteristic.

Term
Discrete Data
Definition

Result when the number of possible values is either a finite number or a "countable" number. That is, the number of possible values is 0 or 1 or 2 and so on.

Term
Continuous (numerical) Data
Definition
Result from infinintely many possible values that correspond to some continuous scale that covers a range of values without gaps, interruptions, or jumps.
Term
Nominal Level of Measurement
Definition
Characterized by data that consist of names, labels, or categories only. The data cannot be arranged in an ordering scheme (such as low to high).
Term
Ordinal Level of Measurement
Definition
Data that can be arranged in some order, but differences between data values either cannot be determined or are meaningless.
Term
Interval Level of Measurement
Definition
Like the ordinal level, with the additional property that the difference between any two data values is meaningful. However, data at this level do not have a natural zero starting point (where none of the quantity is present).
Term

Ratio Level of Measurement

Definition

The interval level with the additional property that thre is also a natural zero starting point (where zero indicates that none of the quantity is present). For values at this level, differences and ratios are both meaningful.

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