Data Types: Qualitative vs Quantitative

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Questions and Answers

Which type of data consists of attributes, labels, or other non-numerical characteristics?

  • Qualitative (correct)
  • Discrete
  • Quantitative
  • Continuous

What is a number that describes a whole population known as?

  • Interval
  • Parameter (correct)
  • Statistic
  • Ratio

In which level of measurement are categories not ordered in a meaningful way?

  • Ordinal
  • Nominal (correct)
  • Interval
  • Ratio

What term refers to a smaller group taken from the population?

<p>Sample (D)</p> Signup and view all the answers

Which type of scale has a true zero point and equal intervals between points?

<p>Ratio (B)</p> Signup and view all the answers

A number describing a sample is known as a:

<p>Statistic (B)</p> Signup and view all the answers

On a ratio scale, what does a zero represent?

<p>An absence of the variable being measured (A)</p> Signup and view all the answers

Which type of statistics involves dealing with the characteristics of a sample?

<p>Descriptive statistics (D)</p> Signup and view all the answers

In a research study, if you collect data from all high school students in India, what is your target population?

<p>All high school students in India (D)</p> Signup and view all the answers

What kind of data would 'Median income of 850 college students in Quezon and Makati' represent?

<p>Quantitative data (D)</p> Signup and view all the answers

When analyzing the proportion of sampled participants who support the death penalty, what type of statistic are you calculating?

<p>Parameter (A)</p> Signup and view all the answers

What is the main focus of descriptive statistics?

<p>Organizing, displaying, and describing data (D)</p> Signup and view all the answers

Which branch of statistics involves drawing conclusions about a population based on a sample?

<p>Inferential Statistics (B)</p> Signup and view all the answers

What is the purpose of examining summary statistics in the statistical process?

<p>Summarizing extracted information (C)</p> Signup and view all the answers

Which process involves designing the collection of data to maximize information content and minimize bias?

<p>Planning in a way that maximizes information content and minimizes bias (A)</p> Signup and view all the answers

What distinguishes inferential statistics from descriptive statistics?

<p>Drawing conclusions about a population based on a sample (B)</p> Signup and view all the answers

Which branch of statistics involves summarizing characteristics of a data set?

<p>Descriptive Statistics (B)</p> Signup and view all the answers

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