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The archaeological site of Tara is more than 4000 years old. Tradition states that Tara was the seat of the high kings of Ireland. Because of its archaeological importance, Tara has received extensive study (Reference: Tara: An Archaeological Survey by Conor Newman, Royal Irish Academy, Dublin). Suppose an archaeologist wants to estimate the density of ferromagnetic artifacts in the Tara region. For this purpose, a random sample of 55 plots, each of size 100 square meters, is used. The number of ferromagnetic artifacts for each plot is determined. (a) Identify the variable. (b) Is the variable quantitative or qualitative? (c) What is the implied population?

Short Answer

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(a) Number of ferromagnetic artifacts in each plot; (b) quantitative (discrete); (c) all plots in the Tara region.

Step by step solution

01

Identify the Variable

The variable in this context is the number of ferromagnetic artifacts in each plot. It represents the count of artifacts found in each plot sampled by the archaeologist.
02

Determine the Nature of the Variable

Since the variable represents a count, it takes numerical values that can be subjected to arithmetic operations. Therefore, it is a quantitative variable. Quantitative variables can be further classified into discrete and continuous, with this variable being discrete because it represents countable items.
03

Define the Implied Population

The implied population refers to the entire set of potential plots in the Tara region that could be studied for the presence of ferromagnetic artifacts. This includes every plot of 100 square meters that could theoretically be sampled within the region of archaeological interest.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Quantitative Variable
In statistical terms, variables can be classified into two main types: quantitative and qualitative. A **quantitative variable** is a variable that represents a measurable quantity—a number you can perform arithmetic operations on. These variables are typically numerical and can include things like height, weight, age, and in this exercise, the number of ferromagnetic artifacts found in each plot.
Quantitative variables are essential in statistical analyses because they allow researchers to conduct various mathematical operations and statistical procedures, such as calculating averages or variances. They give insight into trends and patterns that qualitative variables cannot.
  • Measured on a numerical scale
  • Can be subjected to mathematical operations
  • Enables statistical analysis to draw quantitative insights
In our example, the archaeologist's interest is in the quantity or count of artifacts in each plot, which makes this an excellent instance of a quantitative variable.
Population
The term **population** in statistics does not just refer to people, but rather to the entire set of objects or data points under consideration in a statistical study. In the context of the archaeological site of Tara, the population refers to all possible plots of 100 square meters that exist within the research area.
Understanding the concept of population is crucial. It helps in defining the boundary or domain of the data being considered. Knowing the specific characteristics of the target population allows researchers to make informed decisions about sampling strategies and infer conclusions that can be generalized across the entire population.
  • Represents all subjects or items of interest
  • Allows complete picture of data to be formed
  • Helps in making statistically valid conclusions
For the archaeologist, identifying the population correctly means considering every 100-square-meter plot in Tara where ferromagnetic artifacts could exist.
Discrete Variable
Among quantitative variables, they can be split further into discrete and continuous types. A **discrete variable** is a quantitative variable that takes on distinct, separate values. These are countable and often finite.
For example, the variable 'number of ferromagnetic artifacts' is discrete because it represents countable entities. You can only have whole numbers—it's not possible to have a fraction of an artifact. This contrasts with continuous variables, which can take on any value within a range.
  • Can be counted in whole numbers
  • Often takes on a finite number of values
  • Facilitates frequency analysis and probability calculations
Discrete variables offer a unique statistical perspective. They allow for procedures like calculating modes or creating frequency distributions, all of which help the archaeologist understand how many artifacts typically appear in a plot and make inferences about the entire site.

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