Math Problem Statement

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Consider a random variable measuring the following quantities. In each case, state with reasons whether you think it is more appropriate to define the random variable as discrete or as continuous: (a) A person’s height, (b) A student’s course grade, (c) The thickness of a metal plate, (d) The purity of a chemical solution, (e) The type of personal computer a person owns, (f) A person’s age.

Solution

Let's analyze and solve the given problem step by step.


Problem Analysis:

You need to determine whether the random variable in each case is discrete or continuous, and justify the reasoning.

  1. (a) A person’s height

    • Nature: Continuous.
      Height can take any value within a range (e.g., 165.2 cm, 165.25 cm, etc.), so it is measured on a continuous scale.
  2. (b) A student’s course grade

    • Nature: Discrete.
      Course grades (e.g., A, B, C, D, F) are categorical and have specific possible outcomes, making them discrete.
  3. (c) The thickness of a metal plate

    • Nature: Continuous.
      Thickness can take any value within a range, even to many decimal places (e.g., 1.02 mm, 1.025 mm).
  4. (d) The purity of a chemical solution

    • Nature: Continuous.
      Purity is often measured as a percentage or a fraction (e.g., 99.97%), which can vary continuously.
  5. (e) The type of personal computer a person owns

    • Nature: Discrete.
      The type of computer is categorical, with a fixed number of options (e.g., laptop, desktop, tablet).
  6. (f) A person’s age

    • Nature: Continuous.
      While we often measure age in whole numbers (e.g., 25 years), it is inherently continuous (e.g., 25.5 years).

Final Answer Summary:

PartRandom VariableDiscrete/ContinuousReason
(a)A person’s heightContinuousMeasured on a continuous scale.
(b)A student’s course gradeDiscreteFixed categories (e.g., A, B, C).
(c)The thickness of a metal plateContinuousMeasured to any degree of precision.
(d)The purity of a chemical solutionContinuousMeasured as a percentage/fraction.
(e)The type of personal computerDiscreteFixed categories (types of computers).
(f)A person’s ageContinuousInherently continuous (e.g., 25.5 years).

Would you like me to expand on any of the reasoning?

Related Questions:

  1. What are the key differences between discrete and continuous random variables?
  2. Can you give real-world examples of discrete and continuous variables?
  3. How do we represent continuous random variables mathematically (e.g., probability density functions)?
  4. Why is "type of personal computer" considered a discrete variable even though there may be many types?
  5. How can age, typically measured in whole numbers, still be classified as continuous?

Tip:

For continuous random variables, think about measurements that could theoretically be infinitely precise, whereas discrete variables represent countable or categorized data.

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Math Problem Analysis

Mathematical Concepts

Random Variables
Discrete Variables
Continuous Variables

Formulas

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Theorems

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Suitable Grade Level

Undergraduate/College Level